TP-intelligence-artificielle-multimedia/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XMMppWbnG3dN"
      },
      "source": [
        "## Classification d'extraits sonores\n",
        "\n",
        "L'objectif de ce TP est de manipuler des données audio, sous plusieurs formes. Nous travaillerons sur une base de données extraite de [VoxLingua](http://bark.phon.ioc.ee/voxlingua107/). Le problème que nous chercherons à résoudre est celui de la **reconnaissance du langage parlé**. Pour simplifier le problème (et le rendre traitable dans le temps du TP), nous nous limiterons à seulement 7 langues, toutes d'origine latine : le français, l'espagnol, le catalan, l'occitan, le portugais, l'italien, et le roumain.\n",
        "\n",
        "La base de données sur laquelle nous travaillerons contient 200 extraits audio par langue dans la base d'apprentissage, et 30 par langue dans la base de test. Elle vous permettra de prototyper rapidemet vos réseaux, mais induira très certainement **un fort surapprentissage**. \n",
        "\n",
        "Le traitement du signal audio par apprentissage profond est un vaste domaine, pour lequel il existe de multiples façons de traiter les problèmes. Nous en verrons aujourd'hui 3, qui seront complétées dans quelques semaines par les *transformers*. \n",
        "\n",
        "Commençons par télécharger les données :\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 47,
      "metadata": {
        "id": "dYm7kc44QypI"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "fatal: destination path 'spokenlanguage' already exists and is not an empty directory.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/axelcarlier/spokenlanguage.git"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ELdFUUV3MHzl"
      },
      "source": [
        "Les données sont chargées dans des variables *x_train*, *x_test*, *y_train* et *y_test*. "
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 48,
      "metadata": {
        "id": "B_IqI8frYS7l"
      },
      "outputs": [],
      "source": [
        "import os\n",
        "from scipy.io import wavfile\n",
        "import numpy as np\n",
        "\n",
        "languages = ['ca', 'es', 'fr', 'it', 'oc', 'pt', 'ro']\n",
        "nb_images_train = 1400\n",
        "nb_images_test = 210\n",
        "sr = 16000\n",
        "\n",
        "x_train = np.zeros((nb_images_train, 5*sr), dtype='float')\n",
        "y_train = np.zeros((nb_images_train, len(languages)), dtype='float')\n",
        "x_test = np.zeros((nb_images_test, 5*sr), dtype='float')\n",
        "y_test = np.zeros((nb_images_test, len(languages)), dtype='float')\n",
        "\n",
        "index_train = 0\n",
        "index_test = 0\n",
        "for lang in languages:\n",
        "\n",
        "  lang_index = languages.index(lang)\n",
        "  \n",
        "\n",
        "  for file in os.listdir('spokenlanguage/Train/' + lang + '/'):\n",
        "    samplerate, data = wavfile.read('spokenlanguage/Train/' + lang + '/' + file)\n",
        "\n",
        "    x_train[index_train, :min(len(data), 5*16000)] = data[:min(len(data), 5*16000)]\n",
        "    y_train[index_train, lang_index] = 1\n",
        "    index_train = index_train + 1\n",
        "\n",
        "  for file in os.listdir('spokenlanguage/Test/' + lang + '/'):\n",
        "    samplerate, data = wavfile.read('spokenlanguage/Test/' + lang + '/' + file)\n",
        "\n",
        "    x_test[index_test, :min(len(data), 5*16000)] = data[:min(len(data), 5*16000)]\n",
        "    y_test[index_test, lang_index] = 1\n",
        "    index_test = index_test + 1\n",
        "\n",
        "    "
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "M33prjhqSmOU"
      },
      "source": [
        "Prenez le temps de regarder leur format. Les extraits sont coupés après 5 secondes, et sont complétés avec des '0' (*zero-padding*) lorsqu'ils sont trop courts. Chaque extrait a une fréquence d'échantillonnage de 16000/sec, et chaque donnée est donc réduite (ou étendue) à 80000 échantillons."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 49,
      "metadata": {
        "id": "5GosCvz1JYvW"
      },
      "outputs": [
        {
          "data": {
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",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import random\n",
        "ind_sample = random.randint(0, x_train.shape[0])\n",
        "\n",
        "# Affichage du signal 1D d'un des extraits\n",
        "plt.plot(x_train[ind_sample])\n",
        "plt.title(languages[np.argmax(y_train[ind_sample])])\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8llVnKALTNVK"
      },
      "source": [
        "## Travail à faire\n",
        "\n",
        "\n",
        "\n",
        "1.   Construisez un premier réseau de neurones, simple, qui permet de classifier les signaux 1D selon les 7 classes (langues). Vous pouvez vous contenter d'une architecture simple (conv1D/pooling) pour obtenir ces premiers  résultats. \n",
        "\n",
        "  N.B. 1 : **Attention à la normalisation des données !**\n",
        "\n",
        "  N.B. 2 : **Ne cherchez pas à corriger le surapprentissage !**\n",
        "\n",
        "2.   Transformez le signal 1D en un log-spectrogramme de Mel, comme présenté ci-dessous dans l'exemple fourni. Vous vous retrouvez devant un problème de classification d'image, que vous pouvez maintenant tenter de résoudre avec des convolutions 2D, et un simple réseau de type VGG. \n",
        "\n",
        "  N.B. : **Attention à la normalisation des données !**\n",
        "\n",
        "3.   En dernier recours, testez maintenant une architecture récurrente, comme par exemple un [LSTM](https://keras.io/api/layers/recurrent_layers/lstm/). Vous pouvez considérer un signal audio comme une séquence de vecteurs d'intensités (correspondant à chaque fréquence du spectrogramme de Mel), et lier cette entrée à une (ou plusieurs) couches récurrentes, avant de terminer le réseau par une ou plusieurs couches denses.\n",
        "\n",
        "  N.B. 1 : **Attention au format des données en entrée d'un LSTM : [batch, timesteps, feature]**\n",
        "\n",
        "  N.B. 2 : **Attention, le problème est de type *many-to-one*, mais lorsque vous chaînez 2 couches récurrentes, la première doit également retourner une séquence !**\n",
        "\n",
        "4.   Lorsque toutes vos architectures fonctionneront, vous pourrez les tester sur une base de données plus large. Voici le lien pour les récupérer :\n",
        "```!git clone https://github.com/axelcarlier/spokenlanguage_large.git```\n",
        "\n",
        "Attention, les fichiers ne sont plus au format .wav mais au format MP3 (pour gagner de l'espace et tenir sur Github), il vous faudra donc modifier le code de chargement des données. Il y a maintenant 2000 échantillons par classe dans la base de données."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 60,
      "metadata": {},
      "outputs": [],
      "source": [
        "x_train_normalized = (x_train - np.mean(x_train))/np.std(x_train)\n",
        "x_test_normalized = (x_test - np.mean(x_train))/np.std(x_train)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 62,
      "metadata": {},
      "outputs": [],
      "source": [
        "from tensorflow.keras.layers import Dense, Flatten, Conv1D, MaxPool1D, Input\n",
        "from tensorflow.keras.models import Sequential\n",
        "\n",
        "def create_model(input_size):\n",
        "  model = Sequential([\n",
        "    Input((input_size,1,)),\n",
        "\n",
        "    Conv1D(32, 3, activation='relu'),\n",
        "    MaxPool1D(),\n",
        "\n",
        "    Conv1D(32, 3, activation='relu'),\n",
        "    MaxPool1D(),\n",
        "    \n",
        "    Conv1D(32, 3, activation='relu'),\n",
        "    MaxPool1D(),\n",
        "    \n",
        "    Conv1D(32, 3, activation='relu'),\n",
        "    MaxPool1D(),\n",
        "\n",
        "    Conv1D(32, 3, activation='relu'),\n",
        "    MaxPool1D(),\n",
        "\n",
        "    Flatten(),\n",
        "        \n",
        "    Dense(7, activation='softmax'),\n",
        "  ])\n",
        "\n",
        "  return model"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 65,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Model: \"sequential_19\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv1d_49 (Conv1D)          (None, 79998, 32)         128       \n",
            "                                                                 \n",
            " max_pooling1d_42 (MaxPoolin  (None, 39999, 32)        0         \n",
            " g1D)                                                            \n",
            "                                                                 \n",
            " conv1d_50 (Conv1D)          (None, 39997, 32)         3104      \n",
            "                                                                 \n",
            " max_pooling1d_43 (MaxPoolin  (None, 19998, 32)        0         \n",
            " g1D)                                                            \n",
            "                                                                 \n",
            " conv1d_51 (Conv1D)          (None, 19996, 32)         3104      \n",
            "                                                                 \n",
            " max_pooling1d_44 (MaxPoolin  (None, 9998, 32)         0         \n",
            " g1D)                                                            \n",
            "                                                                 \n",
            " conv1d_52 (Conv1D)          (None, 9996, 32)          3104      \n",
            "                                                                 \n",
            " max_pooling1d_45 (MaxPoolin  (None, 4998, 32)         0         \n",
            " g1D)                                                            \n",
            "                                                                 \n",
            " conv1d_53 (Conv1D)          (None, 4996, 32)          3104      \n",
            "                                                                 \n",
            " max_pooling1d_46 (MaxPoolin  (None, 2498, 32)         0         \n",
            " g1D)                                                            \n",
            "                                                                 \n",
            " flatten_17 (Flatten)        (None, 79936)             0         \n",
            "                                                                 \n",
            " dense_26 (Dense)            (None, 7)                 559559    \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 572,103\n",
            "Trainable params: 572,103\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n",
            "Epoch 1/10\n",
            " 6/22 [=======>......................] - ETA: 37s - loss: 2.6762"
          ]
        },
        {
          "ename": "KeyboardInterrupt",
          "evalue": "",
          "output_type": "error",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[1;32m/home/laurent/Documents/Cours/ENSEEIHT/S9 - IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb Cell 10\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m model\u001b[39m.\u001b[39msummary()\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m model\u001b[39m.\u001b[39mcompile(optimizer\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mAdam\u001b[39m\u001b[39m'\u001b[39m, loss\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mcategorical_crossentropy\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m model\u001b[39m.\u001b[39;49mfit(\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m     x_train_normalized, y_train,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m     epochs\u001b[39m=\u001b[39;49m\u001b[39m10\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=7'>8</a>\u001b[0m     batch_size\u001b[39m=\u001b[39;49m\u001b[39m64\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m     shuffle\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m,\n\u001b[1;32m     <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=9'>10</a>\u001b[0m     validation_data\u001b[39m=\u001b[39;49m(x_test_normalized, y_test)\n\u001b[1;32m     <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X14sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m )\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/utils/traceback_utils.py:64\u001b[0m, in \u001b[0;36mfilter_traceback.<locals>.error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     62\u001b[0m filtered_tb \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m     63\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 64\u001b[0m   \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m     65\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mException\u001b[39;00m \u001b[39mas\u001b[39;00m e:  \u001b[39m# pylint: disable=broad-except\u001b[39;00m\n\u001b[1;32m     66\u001b[0m   filtered_tb \u001b[39m=\u001b[39m _process_traceback_frames(e\u001b[39m.\u001b[39m__traceback__)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/engine/training.py:1384\u001b[0m, in \u001b[0;36mModel.fit\u001b[0;34m(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_batch_size, validation_freq, max_queue_size, workers, use_multiprocessing)\u001b[0m\n\u001b[1;32m   1377\u001b[0m \u001b[39mwith\u001b[39;00m tf\u001b[39m.\u001b[39mprofiler\u001b[39m.\u001b[39mexperimental\u001b[39m.\u001b[39mTrace(\n\u001b[1;32m   1378\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mtrain\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m   1379\u001b[0m     epoch_num\u001b[39m=\u001b[39mepoch,\n\u001b[1;32m   1380\u001b[0m     step_num\u001b[39m=\u001b[39mstep,\n\u001b[1;32m   1381\u001b[0m     batch_size\u001b[39m=\u001b[39mbatch_size,\n\u001b[1;32m   1382\u001b[0m     _r\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m):\n\u001b[1;32m   1383\u001b[0m   callbacks\u001b[39m.\u001b[39mon_train_batch_begin(step)\n\u001b[0;32m-> 1384\u001b[0m   tmp_logs \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtrain_function(iterator)\n\u001b[1;32m   1385\u001b[0m   \u001b[39mif\u001b[39;00m data_handler\u001b[39m.\u001b[39mshould_sync:\n\u001b[1;32m   1386\u001b[0m     context\u001b[39m.\u001b[39masync_wait()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/util/traceback_utils.py:150\u001b[0m, in \u001b[0;36mfilter_traceback.<locals>.error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    148\u001b[0m filtered_tb \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m    149\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 150\u001b[0m   \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m    151\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mException\u001b[39;00m \u001b[39mas\u001b[39;00m e:\n\u001b[1;32m    152\u001b[0m   filtered_tb \u001b[39m=\u001b[39m _process_traceback_frames(e\u001b[39m.\u001b[39m__traceback__)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/def_function.py:915\u001b[0m, in \u001b[0;36mFunction.__call__\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m    912\u001b[0m compiler \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mxla\u001b[39m\u001b[39m\"\u001b[39m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_jit_compile \u001b[39melse\u001b[39;00m \u001b[39m\"\u001b[39m\u001b[39mnonXla\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    914\u001b[0m \u001b[39mwith\u001b[39;00m OptionalXlaContext(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_jit_compile):\n\u001b[0;32m--> 915\u001b[0m   result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_call(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwds)\n\u001b[1;32m    917\u001b[0m new_tracing_count \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mexperimental_get_tracing_count()\n\u001b[1;32m    918\u001b[0m without_tracing \u001b[39m=\u001b[39m (tracing_count \u001b[39m==\u001b[39m new_tracing_count)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/def_function.py:947\u001b[0m, in \u001b[0;36mFunction._call\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m    944\u001b[0m   \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock\u001b[39m.\u001b[39mrelease()\n\u001b[1;32m    945\u001b[0m   \u001b[39m# In this case we have created variables on the first call, so we run the\u001b[39;00m\n\u001b[1;32m    946\u001b[0m   \u001b[39m# defunned version which is guaranteed to never create variables.\u001b[39;00m\n\u001b[0;32m--> 947\u001b[0m   \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_stateless_fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwds)  \u001b[39m# pylint: disable=not-callable\u001b[39;00m\n\u001b[1;32m    948\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_stateful_fn \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    949\u001b[0m   \u001b[39m# Release the lock early so that multiple threads can perform the call\u001b[39;00m\n\u001b[1;32m    950\u001b[0m   \u001b[39m# in parallel.\u001b[39;00m\n\u001b[1;32m    951\u001b[0m   \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock\u001b[39m.\u001b[39mrelease()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:2956\u001b[0m, in \u001b[0;36mFunction.__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   2953\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock:\n\u001b[1;32m   2954\u001b[0m   (graph_function,\n\u001b[1;32m   2955\u001b[0m    filtered_flat_args) \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_maybe_define_function(args, kwargs)\n\u001b[0;32m-> 2956\u001b[0m \u001b[39mreturn\u001b[39;00m graph_function\u001b[39m.\u001b[39;49m_call_flat(\n\u001b[1;32m   2957\u001b[0m     filtered_flat_args, captured_inputs\u001b[39m=\u001b[39;49mgraph_function\u001b[39m.\u001b[39;49mcaptured_inputs)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:1853\u001b[0m, in \u001b[0;36mConcreteFunction._call_flat\u001b[0;34m(self, args, captured_inputs, cancellation_manager)\u001b[0m\n\u001b[1;32m   1849\u001b[0m possible_gradient_type \u001b[39m=\u001b[39m gradients_util\u001b[39m.\u001b[39mPossibleTapeGradientTypes(args)\n\u001b[1;32m   1850\u001b[0m \u001b[39mif\u001b[39;00m (possible_gradient_type \u001b[39m==\u001b[39m gradients_util\u001b[39m.\u001b[39mPOSSIBLE_GRADIENT_TYPES_NONE\n\u001b[1;32m   1851\u001b[0m     \u001b[39mand\u001b[39;00m executing_eagerly):\n\u001b[1;32m   1852\u001b[0m   \u001b[39m# No tape is watching; skip to running the function.\u001b[39;00m\n\u001b[0;32m-> 1853\u001b[0m   \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_build_call_outputs(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_inference_function\u001b[39m.\u001b[39;49mcall(\n\u001b[1;32m   1854\u001b[0m       ctx, args, cancellation_manager\u001b[39m=\u001b[39;49mcancellation_manager))\n\u001b[1;32m   1855\u001b[0m forward_backward \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_select_forward_and_backward_functions(\n\u001b[1;32m   1856\u001b[0m     args,\n\u001b[1;32m   1857\u001b[0m     possible_gradient_type,\n\u001b[1;32m   1858\u001b[0m     executing_eagerly)\n\u001b[1;32m   1859\u001b[0m forward_function, args_with_tangents \u001b[39m=\u001b[39m forward_backward\u001b[39m.\u001b[39mforward()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:499\u001b[0m, in \u001b[0;36m_EagerDefinedFunction.call\u001b[0;34m(self, ctx, args, cancellation_manager)\u001b[0m\n\u001b[1;32m    497\u001b[0m \u001b[39mwith\u001b[39;00m _InterpolateFunctionError(\u001b[39mself\u001b[39m):\n\u001b[1;32m    498\u001b[0m   \u001b[39mif\u001b[39;00m cancellation_manager \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m--> 499\u001b[0m     outputs \u001b[39m=\u001b[39m execute\u001b[39m.\u001b[39;49mexecute(\n\u001b[1;32m    500\u001b[0m         \u001b[39mstr\u001b[39;49m(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msignature\u001b[39m.\u001b[39;49mname),\n\u001b[1;32m    501\u001b[0m         num_outputs\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_num_outputs,\n\u001b[1;32m    502\u001b[0m         inputs\u001b[39m=\u001b[39;49margs,\n\u001b[1;32m    503\u001b[0m         attrs\u001b[39m=\u001b[39;49mattrs,\n\u001b[1;32m    504\u001b[0m         ctx\u001b[39m=\u001b[39;49mctx)\n\u001b[1;32m    505\u001b[0m   \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    506\u001b[0m     outputs \u001b[39m=\u001b[39m execute\u001b[39m.\u001b[39mexecute_with_cancellation(\n\u001b[1;32m    507\u001b[0m         \u001b[39mstr\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39msignature\u001b[39m.\u001b[39mname),\n\u001b[1;32m    508\u001b[0m         num_outputs\u001b[39m=\u001b[39m\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_num_outputs,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    511\u001b[0m         ctx\u001b[39m=\u001b[39mctx,\n\u001b[1;32m    512\u001b[0m         cancellation_manager\u001b[39m=\u001b[39mcancellation_manager)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/execute.py:54\u001b[0m, in \u001b[0;36mquick_execute\u001b[0;34m(op_name, num_outputs, inputs, attrs, ctx, name)\u001b[0m\n\u001b[1;32m     52\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m     53\u001b[0m   ctx\u001b[39m.\u001b[39mensure_initialized()\n\u001b[0;32m---> 54\u001b[0m   tensors \u001b[39m=\u001b[39m pywrap_tfe\u001b[39m.\u001b[39;49mTFE_Py_Execute(ctx\u001b[39m.\u001b[39;49m_handle, device_name, op_name,\n\u001b[1;32m     55\u001b[0m                                       inputs, attrs, num_outputs)\n\u001b[1;32m     56\u001b[0m \u001b[39mexcept\u001b[39;00m core\u001b[39m.\u001b[39m_NotOkStatusException \u001b[39mas\u001b[39;00m e:\n\u001b[1;32m     57\u001b[0m   \u001b[39mif\u001b[39;00m name \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ],
      "source": [
        "model = create_model(5*sr)\n",
        "model.summary()\n",
        "model.compile(optimizer='Adam', loss='categorical_crossentropy')\n",
        "\n",
        "model.fit(\n",
        "    x_train_normalized, y_train,\n",
        "    epochs=10,\n",
        "    batch_size=64,\n",
        "    shuffle=True,\n",
        "    validation_data=(x_test_normalized, y_test)\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "bMG6ZGR_N-C1"
      },
      "source": [
        "## Spectrogramme de Mel"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PWQ2mSzlOA5n"
      },
      "source": [
        "Le spectrogramme de Mel est une représentation temps/fréquence, comme le sonagramme que vous avez vu l'an passé, pour laquelle l'échelle des fréquences est adaptée à la perception humaine. C'est une représentation classique en traitement de la parole."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 52,
      "metadata": {
        "id": "R0i8tdJfUvf3"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/tmp/ipykernel_91783/2389383061.py:5: FutureWarning: Pass y=[ 1868.  1682.  1808. ...  -683. -1842. -2194.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  S = librosa.feature.melspectrogram(x_train[0])\n"
          ]
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 720x288 with 2 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import librosa.display\n",
        "\n",
        "# Calcul du spectrogramme de Mel\n",
        "S = librosa.feature.melspectrogram(x_train[0])\n",
        "\n",
        "plt.figure(figsize=(10, 4))\n",
        "# Passage en échelle logarithmique des énergies, pour mieux discerner le signal. \n",
        "S_dB = librosa.power_to_db(S, ref=np.max)\n",
        "\n",
        "# Affichage du résultat\n",
        "librosa.display.specshow(S_dB, x_axis='time', y_axis='mel', fmax=8000)\n",
        "plt.colorbar(format='%+2.0f dB')\n",
        "plt.title('log-spectrogramme de Mel pour le premier échantillon (' + languages[np.argmax(y_train[0])] + ')' )\n",
        "plt.tight_layout()\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 76,
      "metadata": {},
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1868.  1682.  1808. ...  -683. -1842. -2194.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2292. 2214. 2194. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-26.  14.  20. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 34.  36.  50. ... -50. -99. -37.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   39.    30.    19. ... -3245. -4218. -4835.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-37. 388. 655. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 233.  242.  108. ... -206.  -40.  100.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  233.   249.   423. ... -2344. -3690. -5155.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[251. 573. 690. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  23.   27.   47. ...  222. -133. -409.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[5166. 4490. 7298. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[163. 441. 515. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[146.  10. -22. ...  74.  11. -52.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-35.  93. -53. ... 472. 437. 363.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -38. -100. -298. ...   74. -140.   -6.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1331. 1241. 1143. ...  466. 1091. 1302.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  17. -221. -344. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-474. -388. -483. ...  550.  222. -144.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 664.  841. 1210. ... 1105.  374. -594.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-14.  12.   5. ...  63.  83. 192.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-177. -147.    5. ...  957.  740.  457.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  101.   105.    83. ... -1641. -1711. -1699.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 9. 15. 10. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-204. -336. -451. ... -127. -250. -450.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-55. -54. -63. ... 125. 180. 228.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -12.  -15.  -22. ...   64.   62. -289.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -142.  -174.  -178. ... -2413. -1727.   638.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -75.  -57. -136. ...  144.  134.  199.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   9.   13.   19. ... -423. -357. -317.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  2.   0.  -2. ... 144.  78.  13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-445. -701. -898. ...  139.  315.  242.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-309. -123.  189. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 115.  -35. -257. ... 1571. 1542. 1775.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -49. -248. -750. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[69. 52. 99. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -21. -390. -520. ...  750.  759.  779.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -65.   -90.  -218. ... -1695. -2015. -2385.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -270.  -363.  -492. ... -2675. -3040. -3006.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -79.  256.  334. ...  -24. -333. 1052.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -47.  132.  654. ... -324.  -42.  257.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-121. -298. -386. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -11. -116. -165. ...  -29.  -99. -103.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2153. -2076. -2189. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  131. -1497. -2234. ... -1682. -1319.  -923.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  6. 170.  11. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -3.    -4.    -3. ...  -340. -1289. -1869.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  30. -237. -349. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -11.  -34.  -66. ... 5556. 5059. 4398.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  80.   90.   62. ... -112.  609.  869.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  589.   250.   423. ...  1561. -1915. -1149.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-802.  238. -628. ... 1391. -415. -263.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3167. 5233. 5952. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 55.   6. -96. ... 742. 379. 202.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -184.  -258.  -123. ... -4410. -4473. -4336.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   7.   -7.  -13. ... -303. -468. -659.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-724. -735. -665. ...  158.  148.  169.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 164.  -66.   55. ... -244. -516. -449.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   5.    3.    3. ...  -82.  -88. -108.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  799.   850.   879. ... -2698. -1479.  -292.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-53. -41. -47. ... 822. 782. 759.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 914. 1797. 2290. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-137. -139. -137. ... -103.  -56.   -6.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  163.  -166.  -476. ... -6369. -6003. -3381.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -74.    36.  -191. ... -6991. -5762. -3464.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  345.   367.   307. ...  -908. -1511. -1828.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[414. 381. 315. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[142. 428. 263. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[29.  9. 19. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-48. -36. -46. ... 969. 981. 947.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 6633.  5134.  4190. ... -3964. -4997. -5391.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-110.  -82.   10. ...  -15.  -32.  -45.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  211.   258.   246. ... -2205. -2571. -2833.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-421. -561. -358. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0.  -4.  -3. ... -13. -23. -25.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-128. -167. -152. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-23. -13. -21. ... -23. -23. -20.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   78.    90.    85. ... -1084. -1675. -2414.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -95. -137.  -76. ... -321.  198.  988.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[4.2900e+02 4.7700e+02 1.1000e+01 ... 1.2891e+04 1.4489e+04 1.4006e+04] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 7. 13. 20. ... 16. 15. 13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-186. -222. -217. ...  -30.   34.   46.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1148. 1417. 1741. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  43.   70.   37. ... 2797. 3141. 3130.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  19.   32.   43. ...  185.   27. -111.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 572.  413.  226. ...  694. 1484. 2105.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -2.   0.   0. ... -16.  -9.  -5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-146. -115.  -77. ... 3082. 2916. 2633.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2690. -2313.  -558. ...  9815. 13151. 11276.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -22.  -30.  -31. ... -224. -253.  191.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -96.  -87.  514. ... 3233. 2978. 2835.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   40.    29.    11. ... -2156. -1938. -1682.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -33.   -21.   -23. ... -1314. -1233.  -881.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -11.  -327.  -351. ... -3915. -5020. -4456.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 87. 100. 149. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-648. -712. -334. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 105.    7. -110. ...  -20.  -27.  -28.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-197. -188. -176. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[545.   6. 614. ... 109.  43. 182.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[43. 31.  8. ... -9. -9. -4.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 800.  957.  938. ... 9331. 9313. 9137.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.9316e+04 -1.9283e+04 -1.6783e+04 ... -1.2000e+01  1.9200e+02\n",
            "  2.1200e+02] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 496.   -9. -204. ... -167. -185. -197.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  1.  -3.   0. ... 152. 316. 523.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  546.  1433.  1705. ... -3300. -5434. -7149.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[221. 370.  57. ... 174.  87. 229.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   4.    1.   -4. ... -114. -271. -408.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-317. -338. -347. ...  139.  178.  202.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -859. -1025.  -850. ...  6607.  7748. 11262.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 41. -58.   7. ... 407. 308. 590.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -62.   -95.  -121. ... -1847. -2105. -2441.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   38.   -44.  -111. ...  -955. -1182. -1233.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2962. -4090. -4668. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  6.  31.   3. ... 185. 168. 121.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -845. -1942. -2401. ...  4340.  5346.  6928.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -113.   -68.   157. ...   545. -2329. -1058.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -683.  -520.  -491. ...  -635.  -859. -1514.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  1001.    579.    -90. ... -12586. -10704.  -8844.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  67.   65.   63. ... 1759. 1808. 1827.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  119.   259.   215. ... -4492. -4767. -4672.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[266. 268. 270. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-309. -334. -331. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -19.   -35.   -29. ... -3309. -3931. -4191.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1539. -1436. -1333. ... -1323. -1180.  -952.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-264. -234. -154. ... 1988. 1593. 1056.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1018. -1112. -1141. ...  1054.  1067.  1187.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  61.  -38. -136. ...   91.  266.  567.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -273.  -324.  -333. ... -1059.  -925. -1021.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -213.  -215.  -225. ... 19014. 19936. 19675.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-752. -783. -679. ... 4988. 5765. 6854.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -97.   -1.   84. ... -977. -906. -819.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 255.  310.  264. ... -160. -121. -110.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 49.  90. 102. ... 188. 238. 139.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4127. -4757. -2472. ... -9270. -8527. -7741.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -61.  -67.  -55. ...   91. -148.    5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2848. -2730. -2936. ...  4246.  1768. -1758.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -93.  -81. -220. ... -140.  -55.  -21.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1071. -1031.   -70. ...  1188.  1173.  1310.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1401. 1208. 1234. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1256. 1221. 1075. ... -190. -229. -264.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-30. -35. -30. ... -45. 563. 528.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -645.   -604.   -142. ... -12735. -12150. -10739.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1284. 1436. 1613. ... -332. -469. -566.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  243.   238.   215. ... -3824. -5164. -6007.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-22. 152. 377. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 226.  272.  271. ... -148. -125.  -19.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 16.  11.  -3. ... 321. 320. 312.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-167. -226. -152. ...  359.  326.  292.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -37.  -28.  -15. ... 1199. 1538. 1790.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 13.  20.  38. ... 462. 372. 318.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -28.  -49.  -55. ... -719. -451.  -61.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-131. -189.  -97. ... 1849. 1210. 2163.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1636.  -962.   269. ... -1947. -2208. -2460.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  341.   166.    57. ... -1613.  6732. -8400.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[414. 452. 471. ...  52.  40.  22.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-322. -401. -434. ...  777.  422.  482.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 162.  137.  240. ...  313. 1814.  815.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-114.  -91.  -44. ...   39.   23.   12.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.000e+00  0.000e+00  0.000e+00 ...  3.996e+03  4.096e+03  4.355e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[610. 637. 657. ... 387. 402. 388.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 721. 1014. 1376. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-125.   64.  145. ... 4022. 4637. 7377.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-32. -89. -90. ...  87. -33. -96.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[150. 165. 173. ... 242. 239. 354.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   2.   -1.   -8. ...   26.  -81. -145.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  51.  -31.  -77. ... -679. -593. -594.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1547. -2501. -4102. ... -1418.   250.   538.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  433.   405.   403. ... -1288.  -969.  -926.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 313.  139. -500. ... -599. -461. -261.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1596. 1670. 1255. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -2.   4. -40. ... 496. 669. 400.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-126. -130. -102. ... 1264. 1072.  833.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.000e+01  2.000e+00 -1.300e+01 ... -1.815e+03  4.269e+03 -2.165e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -52.  -54.  -19. ... -326. -118.  -43.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -59.  -75.  -66. ... -166. -224. -269.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 232.  263.  296. ... -774.  693. 2872.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -72.  241.  101. ... 5214. 2041. -458.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.100e+01 -1.500e+01 -1.000e+00 ... -1.456e+03 -1.277e+03 -1.067e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -29.  -15.  -20. ...  302. -238. -757.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-146.  -78.  -37. ... -475.  386.  816.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1027.  -934.  -838. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -143.  -109.   -77. ... -1743.  -686.  -402.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -78.  -165. -1688. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1211.  -344.   303. ... 12430. 12232. 10396.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-6414.  -964.   730. ...  1433.  2573.  2578.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 100.   49.  205. ... 1594. 1390.  770.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-261.  -56.   75. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    0.    0. ...  385. -315. -562.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-920. -362.    5. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-36. -30.  -5. ... 203. 248.  76.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -28.   85.   31. ... 2078. 3257. 4710.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-839. -804. -768. ...  -70.  -75.  -40.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-23. -29.   8. ...  73. 526.  17.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 161.   94.  -13. ... -139. -110. -115.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1013.  1081.  1097. ...  -556.  -908. -1143.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  658.   858.  1626. ... -1286.  -944.  -993.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  874.   858.   577. ... -1383. -1924. -2708.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 75.  42.  47. ... 480. 464. 363.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-142.  -91.  -94. ...  236.  183.  100.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3427. 2595. 1218. ... -761. -142.  759.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 107.  200.  152. ... -330. -358. -286.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1639.  -613.   428. ...   198.   180.   170.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-289. -308. -306. ... -461. -472. -943.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1358.  1324.  1177. ...   160. -1939. -2244.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1009. 1007. 1008. ... 3980. 4373. 4675.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2757.  2226.  2033. ... -4851. -4967. -5038.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-86. -43. -99. ... 375. 257. 306.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  19.   15.   15. ...  -39. -402.   51.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3141. -2428. -3595. ... 20069. 16373. 15233.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1073. 1164. 1204. ... 5499. 5447. 7431.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1536. -3468. -1926. ...   398.   490.   487.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -217.  -138.  -136. ... -1394.  -618. -2388.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3.  0.  0. ...  0. -1. -4.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 139. -103.  160. ...  155.  170.  123.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -18.    -6.    -4. ... -1700. -2226. -1956.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -31.  -34. -127. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-347. -417. -650. ... 1182. 1198. 1240.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2847. -2855. -2827. ...  -298.  -248.  -234.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2255. -3404. -4702. ...  7574.  7225.  6733.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   4.  120.  -36. ... -191. -219. -211.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -219.  -221.  -204. ... -1642. -2086. -2400.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1971. 2466. 1933. ...   34. -479. -859.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-206. -166. -173. ...   82.  131.  156.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-5.000e+00 -1.000e+00  8.000e+00 ... -9.680e+02  2.314e+03  4.943e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[166. 135. 106. ... 123.  88.  62.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  20.  -23.  -82. ...   70. -172. -251.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-220. -207.  -85. ...  338.  727.  918.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-572. -565. -554. ...    4.   -6.   43.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1863. -1788. -1851. ... -1441. -1419.  -796.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  732.    80.  -229. ...  -307.  -142. -1310.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  41.   51.   60. ...  663.  915. 1074.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-206.  168. -192. ... 1722.  892.  254.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-391. -430. -390. ... 1585. 2165. 4413.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   79.    91.   238. ... -2714. -1777.  -913.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3025. -3556. -2742. ...  -167.  -618.  -785.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -77. -108.  -89. ... -857. -749. -558.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2163. -1966. -1654. ...  4782.   333. -3909.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1582.   436. -1233. ...  2138.  2344.  3471.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1594.   874.  1181. ... -1789. -2227. -1873.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[208. 149.  63. ... 917. 874. 850.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-217. -484. -207. ...   63.  -39.  122.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 227.  265.  302. ... -640. -200.  665.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -50.  161.  249. ... 5935. 6184. 6701.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-339. -192. -157. ...   -6. -328. -134.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1.  -2.   0. ... 621. 650. 714.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  138.   -46.   114. ... -4496. -4088. -3775.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2.400e+01  2.400e+01 -8.000e+00 ... -9.494e+03 -9.654e+03 -1.028e+04] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[128. 159.  52. ... 288. 243. 195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 647.   50. -775. ...  540. 1370.  557.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1252. -1401. -1515. ...    58.   348.   635.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 832.  942.  727. ... 5141. 5159. 5266.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3836.  3831.  3304. ... -2559. -2651. -2373.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-468. -457. -453. ...  268.  276.  472.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -32.  347.  611. ... -319. -345. -262.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  329.   300.   264. ... -8077. -8895. -9651.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   22.    11.    10. ... -1036.  -641.  -604.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[140. 140. 135. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 69. 105. 135. ...  28.  28.  29.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-162.  -53.   27. ... 2549. 2274. 2151.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  34.  240.  101. ... -425. -532. -652.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    0.    0. ... 1576. 1218. 1039.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-100.  184.  549. ... -163. -281.  -30.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -136.    63.  -131. ... 15925. 15647. 15452.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -8.  -107.  -116. ... -1483. -1716. -1896.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  171.  -380. -1863. ... -2344. -2032. -2055.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -74.  -83.  -59. ... 1093.  825.  576.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -21. -212.  160. ...  212.  521.  698.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2081.  -409.  -706. ... -6525. -6739. -8221.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1651. -1700. -1750. ...  8399.  2356.  -941.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3004. -4072. -1726. ...   594.   572.   571.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -66.   -22.   -26. ... -1124. -1082. -1196.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-136.   11.  242. ...  572.   58. -302.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[468. 141. -69. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -70.  -48.   10. ... -109. -125. -118.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1958. -3361. -3756. ... -2580. -4584. -5875.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -459.  -451.  -447. ... -8488. -7917. -7432.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00 -1.000e+00  0.000e+00 ...  4.444e+03  4.310e+03  4.572e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-64. -45. -59. ...  63.  20.  39.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -5.   -35.   -29. ... -1820. -2357. -3260.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 406.  338.  238. ... 4427. 4534. 3997.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1117.  -766.  -260. ...  1060.  1026.   995.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -82. -101. -129. ...  608.  648.  656.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3053. -2841. -2629. ... -3063.  -980.   703.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  58. -230. -321. ...  -68. -158. -212.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -947. -1665. -1114. ...  -876.   -65.  -765.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -156.    44.    24. ... -2987. -3364. -5744.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4302.   -22. -3888. ... -4079. -4952. -7226.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-116.  -66.    9. ...  351. -310. -690.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -8.    8.    1. ... -502. -436. -416.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-337. -234. -115. ... -915. -783. -535.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -37. 1528. 3251. ... 2347. 2332. 2465.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  467. -1223. -1717. ... -1448. -1628. -1223.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 117.  133.   94. ...   83. -150.  415.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 5203.  7222.  4580. ... -3314. -2318. -1229.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-278.  180. -572. ...  273.  274.  280.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-581. -467. -429. ...  262.   95.  124.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 145.  151.  148. ...  977. 1057. 1106.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[612. 425. 151. ...  48. -15. -69.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -740.  -574.  -480. ... -1664. -1421. -1173.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -281. -1229.   376. ... -1888. -1428.  -904.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  511.  -280.  -422. ... -1098. -1120.  -956.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[112. 245. 224. ... 239. 382. 462.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -366.  -267.  -197. ... -6601. -7080. -7386.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1819. 2574. 3269. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  232.   272.   188. ... -8506. -9403. -8482.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-343.  223.  -97. ... 8055. 7806. 7245.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 154.  181.  213. ...  -52. -366. -438.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -96. -144. -151. ... 1797. 1804. 1746.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.   -1.    0. ... -340.  426. -458.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -142.  -164.  -127. ... -1968.   -69.  1733.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3435. 3990. 4240. ... 4009. 3200. 2054.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  28. -419. -661. ... 3898. 4765. 5336.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-15. -17. -27. ... -26. -91. 135.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  109.  -228.  -569. ... -1555.  -428.   -14.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-109. -139. -115. ...   46.    7.   -9.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 694. 1942. 1845. ... -943. -344.  358.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  923.  1270.  1234. ... -3049. -3551. -3264.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  30.   21.   39. ... -302. -102.  158.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 434.  767. 1032. ...   20.  -60.  -36.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -337.  -173.    59. ...  -633. -1851.  -724.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  32.  -19.  -32. ... 1467. 1020. 2506.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00 -1.000e+00 -1.000e+00 ...  1.758e+03  1.293e+03  8.010e+02] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    9.     0.   -13. ... -2804. -2541. -2900.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-389. -415. -434. ... 3014. 3575. 3175.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -17.   -1.    3. ... -712. -812. -799.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1459. 1432. 1369. ... 7737. 6502. 7242.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 423.  265.  -89. ... -708. -672. -457.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-311. -161. -302. ... -279. -107. -116.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  634.    47.    64. ... -3347. -5231. -5114.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 20.   3.  -1. ... -27. 170. -35.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 129.  140.   93. ...  209. -401.  139.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  879.   993.   982. ... -2685. -1217.  -574.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 551.  418.  315. ... -823. -613. -384.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3877.  1487. -1018. ... -1367.  -738.  -490.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   65.   140.   207. ... -3043. -2883. -2415.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4692. -4500. -4616. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 19.  14.  11. ... 599. 734. 856.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-301. -298. -274. ...   26.   63.   81.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 433.  257.   92. ... 1411. 1368. 1317.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -308.  2854.  3611. ... -1924. -2563. -2949.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   1.   -1.   -1. ...  317.  216. -628.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -116.   -91.   -39. ... -5179. -4762. -4437.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-143.  -50. -281. ... -180.  -86.  246.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    0.    0. ... -546. -564. -689.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-925. -681. -480. ... -147. -151.  -79.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -1.  -86. -189. ... -217. -198. -303.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  15.  975. -164. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-32.  31.  63. ... 481. 480. 651.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4335. -3208. -1911. ... -8434. -7995. -6910.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-239. -240. -221. ... 2773. 3227. 3359.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  77.   68.   49. ... 1437. 1562. 1898.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1263. 1303. 1572. ...  359.  383.  460.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-252.  -46.  138. ... -275. 1137. 1679.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-449. -797. -865. ...  273.  486.  739.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0. -1.  0. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-641. -675. -723. ... -815.  128.  419.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[24983. 25141. 24061. ... -1052. -3416. -4292.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4.000e+00 -1.100e+01 -8.000e+00 ...  5.379e+03  5.342e+03  4.814e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-207. -129.   96. ... -125.  -88. -176.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 380.  196.  -14. ...  113.  -17. -149.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2106. 1616. 1431. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  998.  1092.  1181. ... -2189. -2069. -2255.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -19.   -22.   -17. ... -2495. -2454. -2302.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-59.   2. -21. ... 555. 514. 375.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    0.    0. ... -658. -714. -822.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-173.  -56.  -17. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-64. -68. -66. ...  57.  13. -30.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[162. 164. 291. ... -58.  16. -82.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  1273.   1167.   1101. ... -19097. -19016. -19329.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.800e+01  2.000e+00  1.200e+01 ... -2.146e+03 -1.879e+03 -1.566e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0.     0.     0. ... -1556. -1566. -1490.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 337.  366.  395. ...  -62. -129. -214.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  12.   93.  133. ... -987. -847. -918.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -174.  -106.   -54. ...   495. -1383.  1611.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-277.  114.  -96. ... -557. -609. -713.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -69.  -66.  -50. ... -908. -893. -821.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-551. -464. -406. ...  925. 1302. 1369.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -757.  -711.  -518. ... -2304. -2389. -2546.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -392.  -237.  -286. ...  -546. -1308. -3014.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   72.   213.   382. ... 14131. 14166. 13432.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-261. -281. -274. ... -510. -521. -523.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   7.  -26.   -7. ... -335. -433. -362.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 57.  85. 116. ... 427. 690. 882.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-507. -706. -731. ...  136.   55. -241.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   76.  -343.  -587. ... -2319. -1612. -1580.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2316. -1901. -1043. ...   883.  1184.  1426.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1366. -1178.  -984. ...   355.   393.   371.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -2.   58.   65. ... -654. -344. -262.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -455.  -251.  -372. ... -2638. -1027.    19.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-109. -176. -154. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[344. 367. 313. ... -57. -22.  12.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 426.  388.  345. ... -371. -418. -168.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2923. 2787. 2005. ... 3814. 3202. 2902.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 456.  142. -188. ... -640. -146.  312.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0.     0.     0. ... -2225. -1749. -1079.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    5.     7.    30. ...  -984. -1035. -1039.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1191. -1236. -1467. ...  1632.  2666.  4987.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-21.   0.  -4. ... -68. -15.  -9.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-671.   23.  337. ...  926.   16. -283.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 587. 1102. 1560. ...  127. -157.  -44.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 890. 1646. 2440. ...  -46.  232. 1194.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 99. 105.  97. ... -20. -20. -15.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-26. -32. -28. ... 425. 349. 251.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-108. -133. -101. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 6359.  4616.  1016. ... -4605. -5724. -5314.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -26.    56.    37. ... -1972. -1494. -1186.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-581. -236.   76. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-361. -335. -243. ...   40.  173. -110.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 47. -10.  16. ... 392. 338. 265.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1683. -890.  161. ... 3569. 3376. 3137.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1086. 1421. 1441. ...  525. -348. -352.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   2.    2.    2. ...  391. -341. -357.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-17466. -18677. -19594. ...   8533.   8582.   9680.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -837.   -66.   349. ...  -578. -3142. -2056.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2. -3. -4. ... 11. 12. 13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3763. 2891. 2025. ... 3731. 3242. 2630.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 127.  -18.  -93. ... -171.  259. -168.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  14.   19.   35. ...  -21. -308. -549.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  18.   10.  -33. ... -280. -259. -272.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-147. -592. -172. ... -812. -850. -862.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1548. 2588. 2745. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 202.  212.  269. ... -489. -539. -577.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-5. -1. -7. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -54.    -6.   -39. ... -1118.  -733.  -790.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-45. -39. -38. ... 978. 673. 564.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-32.  50.  48. ... -36. -58. -49.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  127. -1133. -1547. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[819. 709. 614. ...  88. 101. 126.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 363.  510.  376. ...  -47. -478. -377.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-259. -275. -276. ...  547.  502.  472.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 506.  582.  741. ... 2550. 2864. 1374.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -69. -663. -697. ... 1872. 1655. 1369.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -62.  -35.   -7. ... 1303. 1979. 2923.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-17.  23. -10. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2355. 2415. 1878. ... 1629. 1718. 2090.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-481. -235. -111. ...   69.   33.  -62.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-328.   97.  413. ...  267. -627. -343.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 66.  55.  56. ... 501. 396. 274.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1019.  -727. -1459. ... -2151. -1454.   528.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -344.  -974.   -48. ...  -539. -1904.  1008.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -7.  -62.   80. ...   -9. -511.  193.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-10180. -10987. -13687. ...   2832.  -3341.  -4187.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.000e+00 -2.000e+00  0.000e+00 ... -1.860e+03 -1.119e+03 -9.400e+01] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 55.  49.  31. ...  -3.  -9. -17.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-625. -500. -434. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1349. -1624.   889. ...  1897.   477.  -223.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -144.  -159.   -46. ...  -576.  -874. -1054.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-938. -316. -400. ... 1398. 1243. 1101.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-71.  36. 137. ... 155. 276. 342.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1051.  545. 1205. ... 1109. 1018.  824.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2119. -2517. -2285. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-63. -54. -18. ...   0. -17.  -9.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 28.   6. -22. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -86.  -56.  -42. ... 1513. 1843. 2209.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -5.   3.  -3. ... -30. -10. -32.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.000e+00  3.100e+01  8.200e+01 ... -4.072e+03 -3.682e+03 -2.482e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-211. -310. -465. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  403. -1137. -1046. ... -4746. -4088. -2655.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 66.  53.  42. ... -67. 212. 120.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -25.   15.   58. ...   73. 1168. 2490.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[176. 160. 107. ...  97. 130. 100.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-294. -299. -246. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.000e+00 -1.000e+00 -2.000e+00 ... -1.663e+03 -1.552e+03 -1.276e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-229. -193. -207. ...  133.  600. 1528.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2376. -2570. -2539. ... -2352. -1920. -1689.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  152.   130.   181. ... -2226. -2331. -2389.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  492.   609.   712. ... -1179. -1903. -1825.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 18.  52.  31. ... -35. -46. -46.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -39.  -63.  -91. ... -611. -567. -532.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  5. -13.  -7. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -768. -1007. -1019. ...  1477.  1132.   598.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1240. -1283. -1272. ...   -63.   -89.  -133.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  37. -136. -477. ...  635. 1039.  -18.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -56.   -58.  -138. ... -2979. -2601. -2502.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1. -38. -27. ...  81. 143. 137.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 208.   63. -202. ... -645. -789. -971.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 105. -544.  517. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1728. 1790. 1790. ... 2796. 2179.  885.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-282. -249. -198. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-7.000e+00 -1.000e+00  4.000e+00 ... -1.311e+03 -1.301e+03 -1.241e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  11.   -6.   -8. ... 2708. 5531. 5357.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2601. -3631. -5005. ...  2636.  2503.  2627.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 303.  294.  477. ... 4106. 3404. 2359.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[672. 632. 568. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1451. -1464. -1451. ...  -694.  -949.  -422.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 46. -15. -49. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[12. 16.  8. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  528.   234.   282. ... 17737. 15142. 21255.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 17.  13.  19. ... 223. 268. 275.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1602.  1367.  1027. ... -1649. -3851. -4871.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -84. -179. -135. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   33.    26.    50. ... -1062. -1289. -1532.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-519. -184. -450. ...    8. -185.  -20.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  315.   245.   295. ...  -804.  -937. -1073.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-5. -7. -5. ...  3.  3.  5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-108. -122.  -74. ...  343.  334.  303.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 377.  515.  588. ...  -39. -119. -101.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1438. -1580. -1679. ...  2107.  2175.  2164.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[130. -64.  -9. ... 418. 667. 919.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  27.   -8.  -65. ... -422.  460. -444.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -17.   -34.   -54. ... -5368. -5167. -4428.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-279. -269. -254. ... 4490. 5406. 6299.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -1.    0.    0. ... -807. -357. -300.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2. -3.  0. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -28. -169. -233. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1.  -1.   0. ... -72. 117. 311.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[7298. 7521. 5519. ... 4288. 3951. 3527.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    3.   -52.    -7. ... -1224.  -468.   716.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -38.   -7.  -25. ... 1363. -993. -903.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -128.  -102.   -95. ...  -856. -1290. -1787.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  529.   684.   404. ... -3883. -4797. -4763.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   65.    15.     5. ... -1247. -1228. -1191.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 9. 29. 33. ... -3.  6. 13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 319.  247.  164. ... 5949. 6259. 6764.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1661. -2098. -2166. ...   154.   320.   628.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-464. -470. -479. ... -438. -507. -311.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-206. -217. -216. ...  456.  426.  394.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-331. -400. -392. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[88. 84. 52. ...  7. 25. 14.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -7.   -23.   -21. ... -5075. -3343. -3875.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0.    -2.     6. ... -1354. -1632. -1320.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-134.  -21. -164. ...  -63. -347. -742.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-135.  -65. -141. ... -811. -568. -826.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 27.  15.  16. ... -78. -81. -74.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -9. -14. -12. ... -44. -73.  11.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-232. -223. -224. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-41. -35. -34. ... -65. -67. -13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 144.  -31. -104. ... -423. -290. -110.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  88.   83.   95. ... 2040. 1697. 1083.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -93. -105.  -56. ...  377.  781.  608.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[697. 553. 390. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1962. -3070. -2844. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-429. -255. -126. ... -426. -420. -347.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 786.  662. 1149. ... 7055. 7928. 7220.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 44.  96. 104. ... 753. 595. 402.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -25.  -29.  -23. ... -306. -240.  -13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[20. 66. 15. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3636. -3192. -1745. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  59.   54.   62. ... -488. -353. -293.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  182. -1249.   604. ...   152.   258.   380.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[393. 368. 430. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[67. 76. 78. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -26.  110.  177. ... -140. -215.  -11.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 365. -245.  206. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.   39.   50. ... 2360. 2212. 2012.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -4.  -3.  -2. ... -16. -16. -16.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -5.   -6.   -7. ... -767.   55.  593.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -42.  -39.  -11. ...  254. -418.  621.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  15.   -2.    4. ...  877. 1146. 1195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 685. 2076. 2138. ... 1279. 1066.  811.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -6.    2.    3. ...  108. -346. -344.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1239. -1232. -1236. ...  2988.  1235. -1497.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1. -2. -3. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -7.   -4.    0. ...  883. 1223. 1523.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 20. -14. -95. ... 525. 582. 639.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 291.  224.  109. ...  880.  484. -329.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 196.  231.  254. ...  120.    7. -169.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[148. 518. 798. ... 300. 320.  43.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  570.    36.   -40. ... -1459. -1486. -1629.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  56.    7.  -31. ... 2328. 3028. 2632.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[0.000e+00 1.000e+00 0.000e+00 ... 3.850e+03 4.319e+03 5.122e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-16740. -14570. -14838. ...      0.      0.      0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  50.   35.  -27. ... -134.   -9.  -73.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -534.  -655. -1171. ...  2033.  1272.  -102.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-146. -209. -286. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  30.  -20.  -63. ...  -14.  232. -233.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3040. -4836. -6325. ...   439.   371.   291.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   10.     5.     5. ... -1474. -1637. -1730.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   70.   239.   211. ... -1510. -1837. -2248.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2362. 2390. 2440. ... 1878. 1903. 1931.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-669. -401. -499. ...  206. -139. -409.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  15.   16.   20. ... 1152. 2118.  279.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 14.  17.  39. ... -24.   0. -30.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   12.   -54.  -102. ...  -970.  -910. -1371.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -454.  -878. -1044. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[110.  50. -44. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 53.  78.  75. ... 664. 810. 735.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-116. -112.  -61. ... 4842. 5066. 4587.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-696. -815. -786. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-57.  94.  11. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-117.  -86.   17. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-330. -339. -348. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-306. -836. -617. ... -177. -166. -153.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[5468. 6280. 7881. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -12.  -29.  -54. ... -872. -646. -366.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1890.   255. -1263. ... -4486.  -401.  5780.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -149.  -179.  -361. ... -1964. -1944. -1892.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 29.  34.  43. ... 148. 253. 243.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -7.   -9.    1. ... -594. -420. -245.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-155. -240. -118. ...   -9. -137. -343.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-79. -93. -95. ...  43. -75. -16.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   48.  -168.   -32. ... -4283.  4677. -2521.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -98.  -95. -229. ... 6781. 6606. 5272.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 40.  63.  62. ... -50.  -3.  21.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00 -5.000e+00 -4.000e+00 ...  3.259e+03  4.423e+03  4.568e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[584. 635. 571. ... 873. 931. 898.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  144.    49.   209. ...  2543. -6773.  1908.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-444. -420. -431. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-90. -29.  -3. ... 155. 177. 161.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-75. -84. -95. ... 433. 428. 392.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1582. -1922. -2196. ...   838.   737.   903.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-41.  32.  59. ... 160.  84. 104.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4878. -3920. -2683. ... -4610. -4776. -4966.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -49.   -6.   37. ... -129.  -15.  190.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  452.   456.   257. ...   569. -1146. -2520.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1.  -5.  13. ... -40.  12.  38.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   33.    36.    80. ...  -749. -1547. -1622.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  407.   291.   121. ... -2727. -4487. -4894.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-183. -222. -279. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   45.   667.  1957. ... -2373. -6151. -7559.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -10.  -13.  -11. ...  -76. -334. -506.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3942. 4784. 4541. ... 3892. 5219. 5971.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-829. -724. -681. ... -729. -612. -760.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1209. -1499. -1412. ... -3247. -3105. -3171.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  100.    67.    62. ... -8297. -7760. -7218.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -3.   -4.    0. ... -155.  447.  -32.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[418.  63. 323. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 807. 2893. 4796. ...  293.  277.  274.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -5933. -11980. -13885. ...   4700.   5826.  -3495.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[260. 257. 252. ... 297. 301. 316.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[233. 193.  80. ... 688. 508. 599.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -393.   376.   480. ...  -414. -1091.  -617.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  1139.   1448.   1718. ...  -7534. -10272. -10624.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[12849. 12731. 12654. ...  1303.  1558.  2600.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4157. -2406. -4901. ...   110.   939.  2450.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  237.   268.    71. ... -1067.  -897.  -638.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-387. -439. -582. ... -366. -147.   51.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  25.    6.  -14. ... -822.  728. -248.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -82.  -85.  -88. ... 1117. 1128. 1167.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 172.  142.  132. ... 2235. 1690. 1202.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 200.  108.  -62. ... 1603.  972. 1447.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-51. -67. -37. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3179.  3936.  4613. ... -1831. -1474. -1091.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-718. -698. -709. ... 1716. 1891. 2642.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -348.  -313.  -232. ... -2302. -2303. -1732.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.  0.  0. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -6.  -13.  -19. ... 3239. 2932. 2589.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -162.   778.  1921. ... -8809. -9578. -9395.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -7.  -42.  -18. ...  440.  973. 1386.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 932. 2330. 4318. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-17.  -3.  12. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  875.   640.   848. ... -4199. -3545. -3073.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-11. -15.   3. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   52.   114.   423. ...   505. -1014.   948.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -70.   11. -100. ...  858.  873.  870.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 227.  828.  669. ... -687.  420.  206.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -30.  -34. -108. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  71.  -34.    7. ...  267.  878. 2287.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -694.   325.  1134. ... -3001. -2369. -1646.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  19.   49.   61. ...  150.  143. -173.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-113. -161. -135. ...   -8.  422.  538.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1445. -1601. -1666. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[4. 9. 5. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -9623. -10160. -10885. ...    963.   2596.   1713.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  140.   137.   139. ... -2535. -1648. -1052.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  16.   16.   17. ... -316. -682.   30.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2826. 2983. 3169. ... 1974. 2757. 1271.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1749.  1674.  1640. ... -2710. -3601. -3901.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 8065.  8430.  8909. ...  -550. -1434. -2576.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00 -1.000e+00  1.000e+00 ...  4.769e+03  3.916e+03  2.609e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 696.  535.  572. ...  167. -145. -203.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1738.  1993.  1626. ...  -447.  -890. -1490.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -22.  330.  724. ... -117. -115. -110.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-182. -151.    4. ...  -90.  -31.   16.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  43.   38.   30. ... 1261. 1519. 1366.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3101. -3122. -3914. ...  -434.  -189.    58.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-314. -304. -295. ...    3.  -30.  -29.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 55. 100.  92. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -82. -222. -339. ...   62.  -27. -144.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-129.  -69.  -66. ...   21.   42.   28.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 92. 102.  73. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   9. -413. -780. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -30.    31.    10. ... -2201. -1284. -1471.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-465. -167. -519. ... -566. -286. -413.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2681. -2273. -2307. ...  -284.  -164.   -31.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-182. -292. -306. ...  691. -761. 1250.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  233.   251.   259. ... -5230. -5883. -6520.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   95.   154.    97. ... -1758.  -205.   737.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-141. -137. -145. ...   24.   24.   43.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[236. 255. 242. ... 809. 889. 989.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-123. -257. -255. ...  -18. -118.   75.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 160.   45.  -45. ... 5152. 5969. 6384.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -3.  -13.  -36. ...  432. -184.  224.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 164.  178.  198. ...  132. -110.   51.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  23.   45.  290. ... 1207. 1438. 1160.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-172. -161. -236. ...   63.   35.  -20.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2037. -1949. -1857. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1201. -1171. -1011. ...    91.   196.   433.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1199. -1338. -1306. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 529.  473.  333. ... 1514. 1067.  795.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  14.   25.   89. ...  887.  173. -103.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2617. 1216. 3591. ...  229.  235.  426.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 206. -417. -369. ... 3298. 3682. 3359.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[140. 217. 201. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1. -3.  2. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[224. 234. 329. ...   5.   3.   2.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -252.  -154.  -376. ... -3772. -3565. -3513.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -200.  -174.  -174. ... -1382.  -967.  -889.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-206. -184. -187. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4314. -4876. -5279. ... -1684. -1805. -1310.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  63.   19.    4. ... -130. -187. -224.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 25.  13.   8. ... -61. -62. -52.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[36.  4. 27. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2.000e+00 -4.000e+00 -5.000e+00 ...  2.258e+03  3.154e+03  4.098e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1396. 1277. 1461. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  526.   920.  1216. ...  -661.  -851. -1402.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  650.  -271.   177. ... -1756. -1450. -1086.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -69.     9.    59. ... -4661. -4265. -3664.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -18.    58.    92. ... -3131.  2878.  3884.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -47.  -123.   -54. ... -4424. -3193. -1601.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-387. -396. -394. ... 1009.  996.  984.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[736. 426. 336. ... 411. 330. 284.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1573.  1506.  1471. ... -2711.   288.   657.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -73.  -43.   20. ... -913. -716. 1179.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[189. 244. 201. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  214.   104.    38. ... -1537. -1072.  -459.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-235. -202.  -46. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2154. -2172. -2171. ... -4171. -4221. -3716.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  898.   785.   655. ... -5059. -5414. -6135.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-462. -509. -555. ... -950. -820. -668.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -5.   3.  57. ... 411. 344. 281.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -56.  -58.  -51. ... -938. -991. -919.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[652. 719. 798. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 34.   9.  -3. ... 696. 473.  84.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3.700e+01  5.000e+00 -5.000e+00 ... -5.165e+03 -5.162e+03 -4.858e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1.   0.   7. ... -60. -37. -20.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  48.   -9.    2. ... -421. -224. -453.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 477.  440.  400. ... -807. -886. -728.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -34.   -30.   -31. ... -6144. -7100. -8208.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -687.  -401.   -54. ... -1032.  -405.  -232.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 89. 146. 122. ... 471. 387. 266.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1268. -1242.  -748. ... -1147. -1173. -1171.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -22.  -20.   33. ... 2482. 2382. 2104.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -67.   -18.   -27. ... -1280. -1309. -1229.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-271. -162. -124. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-57.  25.  67. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -449.  -392.  -327. ... -1098. -1418. -1924.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   575.    185.    315. ... -13454. -14304. -16139.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-669. -285.  -65. ...  143.  -21. -197.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-99. -83.  57. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 86. 189. 304. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -20.  -27.  -28. ... -321. -416. -485.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -65. -205. -280. ... 8525. 8445. 7457.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  1576.    388.   1059. ...  -5946.  -9073. -10595.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0.   1.   1. ...  85.  -2. 186.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-113.  -91.  -66. ...   25.   47.   74.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -32.  -22.  -26. ... -378. -325. -326.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-21.  57. 153. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   5. 1198. -273. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  88.  135.  183. ... 1659. 1712. 1150.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1538. 1509. 1519. ...  631. 1052. 1004.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 425. -237. -780. ... 2125. 3533. 3436.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[171. 477. 375. ... 822. 760. 719.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  24.   33.   25. ... -233. -170.  -65.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1168.   -826.   -704. ... -14946. -16249. -15465.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-19.  37.  89. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -7124. -10049. -10627. ...  -3619.   -998.  -1001.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3.000e+00 -1.700e+01 -4.800e+01 ...  3.107e+03  3.275e+03  2.463e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -76.  -58.  -59. ... -174.  -11. -133.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  48.   43.   60. ... -155.  198.  586.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-30. -44. -47. ... 855. 732. 562.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 97. 211. 140. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -82.  -109.  -124. ...   986.   -25. -1041.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-192. -118. -114. ...  237.  112.  168.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -964.  -923.  -870. ... -2928. -3763. -3695.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 125.   13. -148. ... -271. -336. -394.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-170. -569.    4. ...  568.  150. -910.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1655. 1540. 1057. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -1.    0.   -1. ... -336. -295. -244.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-645. -518. -547. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -8470. -10575. -10228. ...      0.      0.      0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[122.  90.  71. ... 154. 325. 527.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  640.  -652. -1704. ...  1479.  2503.   703.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-70. -50. -25. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2644.  5383.  7245. ...  3434.   319. -2245.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.769e+03  3.950e+02 -1.000e+00 ...  2.616e+03  2.463e+03  2.649e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1179.   779.  -697. ... -5666. -5684.   897.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 85.  36. -59. ... 525. 570. 606.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  113.    75.     6. ... -1164. -1441. -1769.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-294. -407. -429. ... -882. -593. 1159.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2654.   432.  -320. ... -6197. -6272. -5469.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2270.  2642.  2352. ...  -891. -1762. -2643.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -2.    5.   33. ...  987. 1331. 1563.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[426. 716. 168. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-7. -5.  4. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 57.  10. 302. ... 417. 527. 654.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -11.  -56.  -80. ...  532.  205. -294.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[0.000e+00 1.000e+00 0.000e+00 ... 1.327e+03 1.189e+03 1.006e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 965.  162. -145. ... 2697. 2879. 3276.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-359. -319. -111. ... -312.   -7.  227.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[481. 375. 348. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-87.  50. 101. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2057. 1922. 1607. ... 1142. 1018.  891.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -68.  -10.    0. ...  577. -402. -806.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3.000e+00 -3.000e+00 -9.000e+00 ... -5.001e+03 -5.933e+03 -6.767e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[12.  4. -1. ... 29. 50. 25.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3714. 2362. 2276. ... 1969. 2048. 1675.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -44.  -52.  -56. ... -384. -305. -326.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-51. -58. -35. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1422. -2195. -3025. ...   138.   389.   434.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-455. -438. -505. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[177. 174. 188. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2.000e+00  3.400e+01  4.300e+01 ... -3.427e+03 -3.404e+03 -3.302e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  616.   211.   748. ... -5025. -4865. -4501.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-803. 1481. 1044. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -44. -144. -188. ...  -16.  -11.   -5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 465.  388.  537. ...  442. -468.  154.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-143. -131.  -72. ... 1121. 1180. 1164.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -34.   -32.     0. ... -1282. -1567. -1983.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1848. -1775. -1816. ...  2660.  2559.  2344.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1248. 1154. 1247. ... 2571. 3975. 4620.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-724. -541. -636. ... -296. -592. -353.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -137.  -268.  -116. ... -1037. -1177. -1312.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  521.   633.   729. ...  6084.  5192. 15805.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1375. -1636. -2160. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  854.  1061.  2486. ... -4221. -4507. -4773.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-119. -118.  -55. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-35. -57. -37. ...  94.  77.  13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  15.   68.  199. ...  -65. -119. -102.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 220.  277.  358. ... -231. -102.  -55.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   90.   -71.   -46. ... -1264. -1472. -1517.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-491. -479. -504. ... -158. -162. -151.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -33.  -42.  -56. ... -676. -721. -769.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-220. -463. -541. ... -599. -467. -353.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 805. -868.  615. ... -573.  596. 1946.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-65. -64. -63. ...  11.   3.   1.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -942.  -339.  -299. ...  1532.  -347. -1518.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 626. -421. -675. ... 3235. 3172. 3035.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[6383. 5622. 5137. ... 5774. 5922. 5320.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  26.   37.   34. ... 3227. 2536. 1556.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2670. 2889. 3107. ... 4856. 5853. 6369.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[21. 18. 12. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 46. 143.  32. ... 182.  -9. -45.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1136. -1030. -1141. ...  1440.  1697.  1495.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1577. -2737. -2742. ...    68.    73.   195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -17.   55.   50. ...  400. 1096.  622.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  50.  -96.  -19. ... 1043. 1705. 1342.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1143.  1518.  1887. ... -3699. -3923. -4075.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 180.  201.  443. ...  683. 2621. 3727.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[18. 30. 90. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -25.    0.  -15. ... -939. -862. -605.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   260.    575.    881. ... -12670. -14967. -15211.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 24.  38.  15. ... 256. 265. 294.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  25.   38.   29. ... -119.  -44.    7.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3.  7. -1. ...  4. -6. -6.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 447.  434.  507. ... 1589. 1368. 1328.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  59. -360. -838. ...  -25. -220.   49.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 28. -75. -12. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-287. -352. -465. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-121. -101.  -20. ... 2776. 2657. 2376.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3453. 1987.  -80. ...  378. 1006. 1775.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -221.  -157.   -30. ... -1374.  -423.   579.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 197.  174.  153. ... 5579. 5183. 4835.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1020. -1418. -1519. ...  1683.  1514. -5959.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-347. -313. -334. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0.  -1.   0. ...  -1.  31. -10.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -83. -3661. -4137. ...  2469.  3161.  3549.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 35.  16.   1. ... 107. 436. 534.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3235. -3315. -2273. ...  -997. -1336. -1160.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  243.   251.   254. ... -1645.  1858.  3697.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2310. 2695. 2826. ... 5394. 5421. 5344.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-17716. -18347. -19136. ... -23178. -23157. -20927.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0. 70. 60. ... 40. 51. 49.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -585.  -459.  -414. ... -6176. -6611. -7048.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -53.   593.   352. ...  -323. -1081. -1174.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-54. -40. -47. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  146.   100.    68. ... -3325. -3045. -2550.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-385. -398. -403. ...  217.  206.  172.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-40. -28. -36. ... -80. -65. -49.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1039.  -767.  -245. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 60. 148. -43. ... 384. 788. 433.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1420.  1512.  1865. ... 28726. 28510. 28467.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  130.  -365.  -720. ... -3074. -3870. -4312.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-279. -568. -771. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-47. -63. -24. ... 673. 709. 782.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 24. 104. 103. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-5349. -5067. -3926. ... -6783. -1764.   913.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-233.  -15.  151. ...  -33. -139.  -84.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-276. -272.  -80. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[795. 744. 729. ...  26. 258. 452.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -21.  -17.  -30. ... -678.  512. -814.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   98.    67.    46. ... -3054. -4358. -5121.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   5.   62.  249. ...  753.  263. -390.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-356. -138. -296. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00 -1.000e+00  0.000e+00 ... -1.011e+03 -2.790e+02 -4.040e+02] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  131.    95.   -46. ... 10464.  9482.  8887.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4.000e+00 -3.700e+01 -4.800e+01 ...  2.847e+03  4.469e+03  4.791e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -257.  -323.    42. ... -3960. -3958. -4358.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[24. 24. 32. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 888.  582.  267. ... -616. -725. -805.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -575.  -531.  -583. ... -1051.  -894. -1037.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2680.  871. -388. ... 4170. 4851. 5724.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[89. 91. 93. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -219.  -246.  -146. ... -1469. -1360. -1123.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0.   0.   0. ... 161. -55.  24.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  155.   200.   281. ... -1082. -1243. -1327.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  225.   295.   136. ...  7972. 11578. 10180.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[278. 141. 163. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1237.   988.  3671. ... -1686. -2792. -3747.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-309. -880. -403. ... -347.  117.  -38.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -69.    95.   110. ... -4158. -4650.   150.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -545.  -711.  -664. ... -2538. -2688. -2558.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -15. -844. -203. ... -140.  405. 1003.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-973. -250. -609. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 74. -52. -42. ...  27.  13.  27.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-271.  291. -174. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1562. 1994. 1814. ... 1597. 2196. 2445.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  220.   231.   225. ... -2516. -2927. -2225.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -206.    86.   284. ... -6725. -4943. -4948.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    0.    0. ...  828. -227. 2484.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-352. -290. -229. ...  384.  471.  392.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1860. 1714. 1666. ...  829.   -3. -781.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2356. -1761. -1103. ... -5574. -5398. -5321.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 11. -21. -32. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3375.  3625.  3727. ... -1171.  -841.  -561.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  16.  -21.   -3. ... -386. -569. -775.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 188.  200.  186. ... 1724. 1596. 1520.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[12074. 17736. 21630. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2.600e+01  1.000e+00  2.900e+01 ... -3.177e+03 -2.644e+03 -2.025e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-6785. -7661. -7239. ...  5335. -7042. -9454.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 128.   33. -147. ... 3875. 1560. -487.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 109.   23.   62. ... 1913. 2229.  538.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   8.    5.    5. ...  605.  825. 1108.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -347.    65.  -191. ... 10592.  9693.  8862.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1062.  743.  603. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 396.  378.  386. ... -628. -802.  -92.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1124. 1149.  906. ...  -71.  -75.  -60.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  472.   487.   558. ... -1437. -1446. -1338.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -85.   -54.   -59. ...  2500.   336. -1083.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-376. -120. -143. ...  -10.  -14.  -12.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0.  -127.  -188. ...  -299.  -619. -1702.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  976.  2067.  2434. ... -5437. -5654. -5568.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -12.   -12.    -2. ... -1183. -1003.  -756.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 49.  24.  11. ... -10. -11. -14.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-237. -213. -225. ... 4472. 4213. 3856.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4. 80. 79. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-218. -351. -270. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1401.    76.  -683. ... -1271.  -800.  -463.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[7273. 7545. 8934. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1184. -1146.  -959. ... -3010. -2149.   644.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  20.   38.   23. ...  936. 1536. 1953.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -125.  -240.  -207. ... -1377. -1421. -1859.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1837.   582. -2267. ...  -142.   -11.  1589.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -881.  -194.  -151. ... -2258. -1907. -1470.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.    1.    0. ...  -56. -128. -162.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 146.  146.  140. ... 4515. 5059. 5228.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[311. 324. 325. ...   4.   4.   5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -655.  -589.  -261. ... -7508. -6925. -6460.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -261.  -102.    28. ... -5979. -6975. -7444.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  2. -23. -16. ...  24.  28.  30.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3003. 2442. 1418. ...  -25. -370. -610.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   57.    28.    41. ... -1846. -1347.  -929.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -586.  -586.  -582. ... -3632. -3306. -2901.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1016. 1259. 1635. ...  305. -379. -109.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-218. -301.  -87. ... 6966. 6502. 6142.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -287.   -43.   184. ... -1369.   325.  1838.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-794. -814. -464. ...    4. -290. -672.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[904. 773. 630. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -135.  -126.  -101. ... -1176. -1543. -1679.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1336. -1305. -1296. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3.000e+00 1.700e+01 3.400e+01 ... 7.857e+03 7.265e+03 7.651e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[142. 139.  53. ... -22.   3. -13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-513.  220.  286. ... 1962. 2783. 3100.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  12.   35.   35. ...  556. 1087. 2289.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 202.  -16. -213. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-153. -274. -445. ... 2024. 1910. 1587.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[111. 221. 285. ... 489. 810. 587.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[134. 181. 169. ... 462. 331. 197.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4970. -5164. -4388. ...  -239.  -269.  -301.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-383. -375. -337. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  175.   240.   285. ... -3321. -3338. -3183.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 46. -25.  21. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -40. -304.   40. ... -317. -345. -299.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 158.  148.  152. ... -180. -291. -270.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -98.  -166.   -48. ... -2915. -3041. -2667.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3434. -2476. -1728. ...  -678. -1286. -1026.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1151. 1158.  887. ... 2156. 2316. 2367.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[743. 759. 506. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-50.  13.   0. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 24.   1. -24. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2.000e+00 -1.000e+00  0.000e+00 ... -1.802e+03 -1.666e+03 -1.622e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -74.  -146.  -227. ...  -493.  -812. -1170.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[260. 112.  70. ...  87. 137. 203.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1666. 1618. 1583. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 616.  611.  600. ... -210. -184. -188.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -539.  -716.  -570. ... -3319. -3853. -4006.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1429. 1575. 2045. ... -427. -582. -574.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-44. -65. -79. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   29.    40.    30. ...   155.  -527. -1130.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 314.   77. -197. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1329. 1176.  975. ... 5492. 5614. 5520.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 808.  803.  789. ... 3811. 4952. 4812.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  432.   149.  -204. ... -5358. -5483. -5304.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 411.  454.  486. ... -246. -119. -316.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1068.  -133.  1777. ...    34.    82.   136.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  15.   31.   38. ... 4377. 3640. 4498.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   1.  -33.  -16. ... -176. -196.  -37.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1.000e+00 -6.000e+00  2.000e+00 ...  3.000e+00  2.178e+03  3.947e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  7286.   6842.   5581. ... -16689. -13749. -10313.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2563.  2335.  2271. ... -8656. -9197. -8843.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  68.  120.  -78. ... -560. -543. -525.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  323.   340.   414. ... -2797. -2168. -1730.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1232.  -969.  -673. ...  -971.  -443.  -735.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[152.  42. -45. ... -24. -29. -34.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1797. 1749. 1613. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3.0000e+00 -2.0000e+00  1.4000e+01 ...  1.5185e+04  1.6562e+04\n",
            "  1.6419e+04] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2874. -1886. -4379. ...  4694.  5277.  4096.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -9.    22.    -4. ...   375.  -981. -1619.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-127. -224. -258. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2563. 2403. 1674. ... -245. -107. -157.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  169.    68.   -27. ...  5314. 14902. 19070.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1231.  1644.  -725. ... -1941. -3595. -4985.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2592. -6663. -6295. ... -3111. -2919. -2991.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -35.  -34.  -38. ... 1440. 1490. 1245.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -22.   -35.   -13. ... -2443. -1966. -1659.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -690. -1166. -2070. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[111.   6.  34. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -746. -1081.  -889. ... -1684. -1513. -1681.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-95. -20.  71. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-110.   83.    1. ...   35.   53.   74.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-763. -792. -783. ...   44.  -31. -195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  66.   65.   29. ... -278. -139.  -81.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 474.  538.  704. ... -312. -489. -449.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 241.  229.  251. ... -755. -677. -751.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 351.  -80. -364. ... 1676.  569. -475.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -52.   -77.   -69. ...  -265.  -845. -1246.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[187. 319. 502. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  43.   73.   33. ... 1964. 1787. 1792.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1165.  1056.   432. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   452.    466.    457. ... -12648. -12694. -12541.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  638.   474.   380. ... -3530. -4179. -4827.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 190.  170.  136. ... -175. -147.  -61.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-586. -535. -505. ... 3657. 3559. 3538.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  380.   498.   253. ... -2781. -1031. -1407.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-676. -703. -759. ...  -73.  -93.  -13.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-64. -56. -22. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[     0.      0.      0. ... -11176. -13038. -13836.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 266. -107. -936. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3237. 4369. 3864. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -89.  -79.  -85. ... -635. -556. -440.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-578. -134.   28. ...   14.  174.  -38.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-8.000e+01 -8.000e+00  7.400e+01 ... -2.003e+03 -7.288e+03 -9.892e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0. 131. -12. ... -11.   2. 164.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-36. 143.  86. ... 171. 472. 483.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1058.  -758.  -424. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 159.   85. -317. ... 1229. 1029. 1002.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1591. 2110. 2628. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   94.    78.    74. ... -1030. -1009.  -932.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 141.  109.  359. ... -130. -193. -214.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-36. -54.  67. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  39.  304.  820. ... 5709. 3468. 1959.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-313. -287. -184. ...  -66.   53.   82.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  65.  547. -138. ... 2157. 7860. -233.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-333.  -67.  363. ... 4018. 5649. 7619.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -120.  -134.  -139. ... 13425. 11703. 10027.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3.  2.  0. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -899.  -985. -1006. ... -5533. -6273. -6493.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 295.  204.  -57. ... -161. -184.  -76.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-221.  -58. -186. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 5.  4.  5. ... 10.  4. -3.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[0. 4. 4. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2929. 2348. 2210. ...  375.   80. -281.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 132. -143. -244. ... -155. -272. -325.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-121.  -82.  -76. ... -175. -192. -191.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  86.  172.  210. ... -223. -202. -170.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-8. -3. -1. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   68.   151.   103. ... -1075. -1086. -1111.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0.     0.     0. ... -1237. -1556. -1383.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[411. 354. 378. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4.000e+00 -2.200e+01 -4.900e+01 ...  5.349e+03  4.548e+03  3.690e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-620. -450. -250. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  16.  -37.   13. ... 3371. 1668.   23.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -18.   -62.   -71. ... -2716. -2337. -2572.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  91.  -55.   30. ...  728.  935. 1247.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -70.  -59. -100. ... -345.  458. 1421.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2410. -2391. -2344. ... -1592. -2228. -1783.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3984. -2826. -2239. ... -2292. -2586. -2448.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[633. 752. 782. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  244.   290.   -20. ... -1099.  -497.   149.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[31. 34. 41. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 143. -116. -173. ...    3. -168. -321.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3.000e+00  1.000e+00 -3.000e+00 ...  1.316e+03  1.143e+03  1.005e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 13.   9.   8. ... -11. -16. -10.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-61. -90. -47. ...   8. -10.  -6.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  87. -101. -164. ... 5663. 5635. 4279.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-414. -465. -559. ...  402.  422.  435.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -13.   -13.    -6. ... -1538. -1495. -1343.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[378. 333. 307. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  135.  1344.  1698. ... -1718. -2279. -6824.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3489. 2852. 2003. ... -708. -643. -658.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4188. -4115. -3916. ...  1177.   376.   -77.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[434. 484. 453. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 63.  46.   0. ... 646. 564. 498.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   3.   -3.  -29. ... -486. -521. -687.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-381. -317. -255. ... -940. -941. -929.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -4.   -8.    9. ... -171. -157. -131.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -88. -170.   -6. ... -181. -195. -166.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -574.  -444.  -278. ...  -844. -2061. -2861.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -43.  -15.   38. ...   49. -128. -255.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -16.  -13.  -21. ... -349. -130. -362.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[544. 528. 550. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -4. -10. -18. ...  22.  23.   9.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -68.  -91. -121. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3864. -4841. -4876. ...  4255.  5190.  4466.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1385. 1487. 1542. ... -473. -488. -597.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 193.  169.  138. ... -217. -156.  -88.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1009. -145. -841. ... -607. -336. -264.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-679.   76. 1079. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -245.  -248.  -212. ... -1408. -1314. -1211.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  4.   5.  -1. ... 165. -53. 128.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 141.  -36. -102. ... -589. -546. -623.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1592. -1781. -2103. ...  6941.  6916.  7638.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4448.  5506.  5915. ... -1028. -1230. -1319.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 620.  571.  562. ... 1098. 1056. 1051.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2897. 2642. 2348. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 128.  125.   96. ...  689. 1187.  926.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1867. 1337. 1089. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-172.  -51.  -31. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2089. -1990. -1815. ...  2898.  4445.  5243.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-499. -270. -107. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -88. -145.  -32. ...  180.   54.   84.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[103. -73. 123. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-9101. -8422. -7251. ... -3583. -4143. -4493.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 13.  11.   8. ... -72.  -8.  -3.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  79.   97.  162. ... 5811. 6193. 6080.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    3.    -8.   -26. ... -1095.  2146.   341.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[337. 431. 475. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[158. 141. 358. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-625. -736. -839. ...  204.  140.  259.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1914. -1735. -1035. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1849.  1587.   942. ... -2787. -2615. -2473.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    5.     4.     3. ... -1402.  -808.   160.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-109.  -40.  -36. ...   64. -259.  341.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1556. 4302. 6441. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[44. 43. 41. ... 20. 20. 16.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-19. -18. -23. ... 104. 113. 103.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-72. -79. -61. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 260.   61. -275. ...  101. 2295.  544.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-229. -240. -256. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -84. -101. -114. ...   70.  -78.  -59.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[64. 64. 44. ... 40. -6.  4.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -19.   -42.   -40. ... -1378. -1786. -1935.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -1.   0.   0. ... 175.  28. -66.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -251.  -273.   -71. ... -3024. -4950. -6120.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    6.    71.   192. ... -1245.  -917.  -351.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  44.   37.   27. ... 1216. 1292. 1317.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  72.   87.  110. ... 6082. 6602. 7059.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   -7.    42.    69. ... -1883. -2081. -1981.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   26.    27.    31. ... -4131. -4097. -4506.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  86.  -76. -123. ...  569.  431.  586.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2281.  1478.   965. ... -1771.   283.  2105.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-466. -467. -492. ...  115.   83.  -11.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0. -2. -1. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 18.  -5. -69. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  284.  -553.  -235. ... -4856. -6507. -7217.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-3619. -3936. -4510. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  84. -134. -457. ...   90.   95.   85.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-20. -32. -11. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -234.  -179.   -25. ... -1312. -1722. -1871.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    9.    17.    20. ... -2779.  1678.  -594.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2889.  556. -775. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -9.   85. -142. ...  -64.  -73.  195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 186.  221.  225. ... 2767. 4074. 6289.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-112. -267. -195. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -34.  -29.  -98. ... 4820. 3693. 2663.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-8160. -6825. -3942. ...  -514.  -750.  -855.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-585. -345. -439. ...  -42.  -66.  -65.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4464. -4094. -2018. ...  5804.  5845.  5922.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 205.   58.   95. ... -285.  -18. -215.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[9. 6. 5. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -8.   -8.   -6. ...  181. -280. -858.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  117.   117.   109. ... -4772. -2698.  -622.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3.  4.  6. ... -2.  2.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[162. 253.  83. ...   2.   7.  27.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2040. 2301. 1322. ...  137. -207. -120.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1727. 1851. 2080. ... 1726.  787. 1131.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-861. -731. -554. ...  714.  620.  360.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2745. -2682. -2553. ...  2321.  2944.  4444.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1123.  -916.  -556. ... -3504. -4607. -5261.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 209.  159.  117. ...  457. 2682. 5346.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-280. -453. -116. ...  196.  -64.  405.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-482. -208.  -40. ...   93.  998. 1997.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   32.    36.    42. ...  -384.  -808. -1879.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 206.  185.  244. ...  956.  388. 1430.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   31.    49.    32. ... -3464. -3235. -3139.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -144.    -26.     85. ... -17009. -13625. -12708.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   14.   -23.   -38. ... -1545. -1446. -1204.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-8540. -2873.  1795. ... -2309. -6212. -8446.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -1.    0.    0. ...  311.  827. -504.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1142.  -917. -2415. ... -1045. -1171. -1108.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -60. -149.  -55. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-488. -763. -947. ... 1094.  591. -283.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -99. -174. -182. ... -303. -213. -306.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 69. -23. -19. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4477.  4877.  2410. ...  7356.  4578. -2374.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  62.   59.   60. ... -786. -933. -891.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-273. -211.  -64. ...  -80.  -53.  -41.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[11232. 10500. 10049. ...   597.  -110.  -478.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  45.   33.   23. ... 1364. 1552. 1732.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   23.     5.     5. ... -1034. -1117. -1230.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.700e+01  7.400e+01  1.000e+00 ... -1.775e+03 -1.586e+03 -1.414e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0.   0.  -1. ... -84.  12. 108.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -36.   88.  -99. ...  451.  991. -456.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-160.  -27.    7. ... 2243. 2325. 2434.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -33.  -10. -174. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   27.    17.    29. ...   -69.  -665. -1282.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[111. 101.  16. ... 201. 313. 211.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2831.   688. -1094. ... -2003. -2226. -2443.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -5.   67.  141. ... -137.  -92.  -37.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 272.  517.  703. ... 1640. 1692. 1661.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-363.  -81.   16. ...  -42.  -20.  -33.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 797.  981. 1172. ...  -80.  -13.  121.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-859. -751. -729. ...  375. 1303. 2472.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -87.  -104.  -121. ... -1535. -1457. -1441.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 312.  388.  386. ...  317.  -42. -454.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[360. 218.  95. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  53.  -99. -178. ... 1141.  340. -192.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1246. 1073.  755. ... 6914. 6516. 4960.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -148.  -115.   -82. ...  -466. -2052. -1984.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -536.  -555.  -577. ...    48. -3781. -7563.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-232. -585. -406. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -99.  -51. -274. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[55. 31. 18. ... 39.  6. 45.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -23.   111.   195. ...  -952. -1207. -1376.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2396. 3068. 3082. ...  445.   88.  -22.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -72.  739. 1357. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  76.  -38.   18. ... -494. -641.  724.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  0. -25.  -8. ... -28.  35.  39.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-25. -33. -46. ...  21. -62. -80.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1422. 1461. 1491. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   0.   -1.    0. ... -286. -590. -661.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -69.  -68.  -70. ...  707. 1391. 2388.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -3.   2.   5. ... 172. 103.  51.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 752.  850. 1187. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-16. -22. -25. ... -11. -48. -40.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2172.  2015.  1661. ... -1556.  -417.  -269.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.000e+00  0.000e+00  1.000e+00 ... -7.131e+03 -7.987e+03 -8.642e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -16.  -68. -327. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 78.  35.  52. ...   3. -89. -94.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 32.  23.  11. ... 271. 332. 436.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  90. -162.   33. ...  495.  503. -104.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -1.  -10.    5. ... -261.   61.  320.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2338. 1316.  211. ...  111.  107.   67.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-152. -363. -171. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    7.    24.    24. ...  -224. -1061. -2080.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -889.   -859.   -666. ... -22519. -21216. -17821.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1138.  -897.  -518. ...   168.  -237.  -663.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1195. 1192. 1205. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-17.  -8.   0. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -9.  100.  252. ...  -42.  419. 1019.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1672. -1938. -1929. ... -4861. -4745. -4735.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-113. -130. -131. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1005.   -68. -1204. ...  -268.  -425.   145.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-16. -14. -12. ...  -1. -12. -14.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -20.   53.   71. ...  447.   79. -117.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -10.  -31.  -18. ...    2.  -14. -136.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-136.  -63. -166. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[6765. 6477. 6436. ...  434.  415.  403.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4.000e+00 -1.040e+02 -2.600e+01 ...  2.188e+03 -3.347e+03 -8.381e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[109. 176. 119. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  331.   672.   617. ... -1926. -1836. -2013.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1485. 1511. 1895. ... 4658. 5958. 6662.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -18.    60.    76. ...  -687. -1018.  -977.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2147. 2103. 2103. ...  156.  732. 1046.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-271. -258. -465. ... 4296. 4275. 4366.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[4494. 4076. 3679. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  690.   567.   574. ... -1009. -1949. -1401.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[321. 315. 389. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -9.    1.   -9. ...  823. -231. -870.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-21. -10.  -8. ...   4. -21. -39.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 82.  69.  53. ...  65.  16. -31.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 623.  372.   -6. ... 2132. 1946. 1502.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -2.  -2.   0. ... 897. 594. 428.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-635.  -35.  438. ...  -85.   -9.  193.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[151. 598. 738. ... 452. 200. 701.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-643. -580. -463. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 8.000e+00  1.000e+00 -3.000e+00 ... -1.022e+03 -8.090e+02 -1.138e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-386. -412. -402. ...  -29.  -41.  -53.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[713. 808. 890. ... 474. 428. 355.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 136.  411.  797. ... 1420. 1341. 1046.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 341. -383.  226. ... 9548. 7667. 8658.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[9.000e+00 1.040e+02 1.290e+02 ... 9.473e+03 7.961e+03 6.454e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-225. -173. -134. ...  787.  707.  652.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  67.  140.  134. ... -155.  287. -122.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 12.   8.   6. ...  -1. -18. -34.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-111.  382.  728. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[2332. 1800. 1204. ... -349.  406. 1095.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 498.  428.  487. ... 3177. 3524. 3496.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -54.   -80.   -83. ... -2805. -4524. -4702.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 186.  236.  225. ... 5070. 4379. 4764.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[181. 274.  93. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1936. -2192. -1724. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[6. 7. 8. ... 1. 1. 2.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 15.  -4. -41. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -39.   -20.    27. ... -1786. -1035.   428.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-43.   6.  75. ...  -6.  23.  65.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -93.   33.   75. ... -450. -314. -295.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  892.  -612.  -446. ... -9151. -6921. -4047.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   87.    68.    61. ... -1931. -1905. -1735.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[72. 89. 96. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 5223.  5465.  5359. ... -2763. -3324. -3413.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[69. 63. 20. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-413. -382. -409. ...  569.  841. 1225.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 3.000e+00  0.000e+00 -1.000e+00 ... -2.022e+03 -2.089e+03 -2.088e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-357. -482. -423. ... 3144. 3072. 3132.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-188.  -80.  -31. ... 3204. 2654. 2162.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2012.  1937.  1899. ...  4795.  8164. 11198.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-10.  15.  -2. ... -17. -10.  22.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-2452. -2378. -2118. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 44. -74. -90. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1175. -1187.  -713. ...  4655.  4712.  4414.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[89. 49. 77. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0. -1.  0. ... 21. 17. 12.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-353. -408. -408. ... -436.   29.  384.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  51.   41.   22. ... -481. -298. -212.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   91.    97.   106. ... -6431. -5858. -4946.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   54.    59.   -94. ... -4699. -2467. -1771.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 75.  42.  17. ... 159. 181. 159.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1214.  -118.  -880. ... -9231. -7343. -6355.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[1488. 1546. 1400. ... -161.  186.  669.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   20.   -56.   -27. ...   -26. -1324. -2779.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-194. -374. -319. ...  734.  519.  234.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -5. -14.  -3. ... -32. -34. -25.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1045. -1101. -1110. ...  1453.  2269.  2998.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[0. 0. 0. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-543. -619. -530. ...  -35.   47.  345.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 896. 1438. 1895. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -49. -106. -145. ... -798. -878. -886.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-310. -253. -157. ...  -54.  -32.  -38.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -27. -477. -236. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 138. -121. -303. ... -272. -240.    2.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 323.  -26. -298. ... -317. -203.  -66.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 103. -430. -300. ...  542.  767.  838.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[316. 225. 211. ... -27. 475. 168.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-4611. -4529. -4377. ... -5389. -6854. -8815.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 42.  44.  43. ... 693. 597. 522.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-972. -797. -713. ... -527. -500. -421.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -84.    55.   199. ... -1935. -2360. -2283.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 107.  132.  127. ... 4016. 3147. 2352.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 204.   22. -222. ... 5184. 4977. 5185.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[105. 122. -24. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  86.   98.  202. ... 3411. 3691. 3174.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-175. -135.  -92. ... -521. -419. -336.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 412.  437.  487. ...  401. -532. -827.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  13.   32.   59. ... 1724. 1367.  941.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  187.   231.   316. ...  5549.  9277. 15216.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -824. -1012. -1267. ...  4594.  4240.  3760.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -555.  -556.  -536. ... -1334. -3344. -6048.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[6373. 5814. 5189. ... -188.  -83. -152.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[    0. -1255. -3087. ...  1068.  1149.   425.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -36.    4.   34. ... -368. -343. -347.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[3.000e+01 1.100e+01 1.000e+00 ... 1.862e+03 1.790e+03 1.562e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 81. 242. 339. ... 146. 160. -79.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1736. -1552. -1295. ...   190.   114.   119.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   4.   -1.   -1. ... -455. -326. -217.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.000e+00  3.000e+00  9.000e+00 ... -1.014e+03 -1.236e+03 -1.243e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-72. -58. -57. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -212.   -57.    58. ... -1727. -2284. -2787.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-410. -684.   20. ...   -6.   -4.   -3.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   5.  -98. -222. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[4. 5. 5. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1.000e+00  2.100e+01  3.300e+01 ... -1.384e+03  1.200e+03 -7.900e+02] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 2158.   571.  -407. ... -1845. -1677. -1826.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 0.  0. -1. ... 49. 41. 29.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -74.  -43.  -53. ... 7951. 7153. 6282.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-198. -206. -209. ... 1956. 2205. 2438.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -104.   -62.   -71. ... 14265. 14190. 12021.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-765. -117.  117. ...  513.  229.  -20.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -170.  -444.  -313. ... -1096.     6.   979.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 4.000e+00 -1.000e+01 -2.000e+01 ...  3.271e+03  3.795e+03  4.202e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -45.   -54.   -42. ... -1190. -1493. -1797.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-140. -133. -233. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  335.   293.   145. ...   986. -1239. -3947.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   1.    2.   -1. ...   30.  -44. -204.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-1029. -1022. -1078. ... -6645. -6135. -5773.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-563. -429. -497. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 867.  443.   45. ... 1499. 2732. 2664.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  168.   186.   -19. ... -4709. -1767.   825.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  74.   11.   22. ... 4690. 5579. 6419.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-114.  -55.  -20. ...  -11.   59.   81.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 6097.  5373.  4938. ... -6742. -7051. -7257.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 200.  283.  226. ... -429. -605. -641.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 1455.  1522.  1674. ... -1518.  -460.   788.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-346.  411.  786. ... 3691. 3212. 2321.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  -65.   -64.   -80. ... -1390. -1466. -1417.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-45.  54. -62. ... -84.  18. -40.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-653. -736. -785. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-188. -206. -187. ...  -28.  -26.  -40.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 365.  247.  275. ... -119.  268.  312.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-199. -210. -278. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[-280. -866. 2148. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -313.   176.    19. ...  -656. -2032.  1026.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 455.  -79. -606. ...  873. 1046.  946.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -8412. -11524. -12513. ... -12109. -11182.  -9477.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[   5.   -2.   -1. ... -136.  179.  213.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  49.   16.  -54. ... -172.  -99.  -67.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ -61. -109.  -70. ...  -11.   32.   10.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[  462. -1170.  -465. ... -2097.   990.  2519.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:3: FutureWarning: Pass y=[ 186. -136. -523. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 63.  59.  65. ... 278. 182. 203.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-187.  -96. -175. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -130.  -267.  -237. ...  -687. -1116. -1384.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 177.  269.  225. ... 3516. 3753. 4145.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[207. 253. 257. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 99. 472. 647. ... -53. -64. -69.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -32. -161. -239. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-628. -362. -641. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-223. -282. -389. ...  276. -142. -207.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -374. -1037. -1178. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 25.   5.  -6. ... 485. 427. 295.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-242. -222. -202. ...  471. 1175. 1542.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[243. 680. 527. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1904. 2892. 2009. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -37.  -44.  -43. ... -364. -305. -247.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 153.  -10. -130. ...  390.  258.   75.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 169.  154.  118. ...  522. 1028.  575.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -112.  -103.   -65. ...  -597.  -998. -1437.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-130. -181. -112. ...  378.  293.  124.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1160. -1167. -1044. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 337.  254.   52. ...  -68. -279. -987.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 990. 1060. 1195. ...  208.  221.  281.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[174. 152. 236. ...  -1.   3.   1.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-42. -22.  -1. ... 423. 329. 173.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -3. -35.  36. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-5594.  2564.  3623. ...   -70.   -20.   101.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1243. -1106.  -905. ... -1156.  -767.   370.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1830.   806.  6255. ...  5670.  6067.  5708.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -5.   38.   60. ... -716. -697. -709.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1.  6.  7. ... 51. 58. 63.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  88. -114.   71. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  90.  -46.   26. ... 3136. 2131.  700.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   0.    1.   -1. ... -341. -298. -264.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 397.  229.   88. ... -188. -186. -234.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -94.   -68.   -69. ...   -39.  -735. -2040.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-575. -600. -488. ... -544. -234. -302.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  11.  -62. -115. ... -769. -686. -609.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 1115.  1691.  2281. ...  -500. -1231. -1683.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -4.   -2.   13. ... -689. -740. -675.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   91.   105.   106. ... -2564. -2637. -2511.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 235. 1856. 2808. ... -119.  708.  845.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  662.   442.   222. ... -1148.   -72.   616.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -293.  -412.  -381. ... -1872.  -919.   670.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[3217. 3443. 3149. ... 1723.  784. -366.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-41. -40. -39. ...  31.  37.  40.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -101.  -168.  -232. ... -7053. -7020. -6930.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-2457. -3675. -2784. ... -2547. -2906. -1317.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1494. 1515. 1478. ... 1734. 1842. 1953.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 1447.  1083.   864. ... -3195. -3527. -3452.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-12.   7. -19. ...   1.   3. -32.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  12.   -3.    6. ...  -83. -135.  -68.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 2560.  2796.  3109. ... -7371. -7627. -7217.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-125.  -23.    0. ...  864.  799.  976.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 67. 103. -12. ...  48.  50.  10.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-52. -82.  10. ...  11.  18.   2.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1.000e+00  3.200e+01  9.700e+01 ...  1.291e+03  1.114e+03  9.070e+02] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-243. -397. -257. ... -609. -573. -493.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 386.   14. -740. ... -351.  188.  659.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-412. -423. -854. ...  221.  361.  429.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  5.   1.  -3. ... -14.   6.  -5.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-105. -175. -112. ...  290.  197.  157.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  36.  -29.   11. ... -518. -604. -563.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  239.   238.   256. ... -2354. -2458. -2551.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-115. -179. -281. ... 4326. 2601.  873.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -78.  -243.  -219. ... 10960. 10191.  9596.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-655. -503.  297. ... 2183. 2975. 4102.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -85.   -30.   -48. ...  -452.  -762. -1153.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 58. -78. 109. ...  -4. -14. -90.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 826. 1031. 1043. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-210. -172. -195. ...  -78.  -60.  -55.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-404. -199. -221. ...  110.  545.  109.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -48.  -152.   -73. ...  -516. -1109. -1360.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-4.000e+00 -2.000e+00 -2.000e+00 ... -7.729e+03 -6.753e+03 -5.047e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 656.  679. 1083. ...  628.  865.  772.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-102. -107.  -81. ...  222.  -20. -250.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  30. -121.  152. ... 8661. 8683. 8279.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[125.  97. 176. ... 808. 632. 264.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[305.  99.  50. ...   1. -34.   8.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[3004. 2656. 2193. ... -304. -188.  -80.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[458. 486. 266. ... -46. 119. -66.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  3. -45. -51. ... -51.  44. 137.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-359. -413. -418. ... -353. -152.   50.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 83.  74.  47. ... 643. 491. 114.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-395. -379. -468. ...  330. 2301. 1437.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[114. 115. 102. ...  74. 140. 182.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -764.  -801.  -798. ... -7309. -7309. -7210.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 89.  42.  93. ... 131. 243. 195.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -471.  -436.  -410. ... -2029. -2816. -2702.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  268.   117.   -48. ...  -371.  -423. -1021.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   0.    4.    5. ... -141. -190. -171.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   -9.   -36.   -41. ... -2257. -1821. -1171.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-2757. -2783. -2656. ...   229.  2189.  -561.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-225. -235. -134. ... 2519. 3123. 2934.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -662. -4347. -7671. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 224.  358.  643. ... 6060. 5394. 4833.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 208.  249.  386. ... -564. -291. -123.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  293.   286.   286. ... -1336. -1099. -1140.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-501. -406. -343. ...  640.  400.  243.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  61.   71.   82. ...  907.  584. -229.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[599. 560. 498. ... 195. 192. 189.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -253.  -102.    74. ... -4506. -4383. -4174.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-21.   5.   2. ... 918. 912. 725.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[5752. 6724. 7591. ... 1081. 1030.  976.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   75.    65.    64. ... -1223. -1003.  -853.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 31.  -8. -31. ...  38. 141. 256.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[204. 223. 339. ...  42.  76.  68.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 8474. 10442. 12050. ...  9491.  6705.  6383.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -312.   -90.   194. ...  1656.   588. -2269.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  4.  22. 102. ... -32. -55. -49.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-256.  -92. -236. ... -730. -734. -569.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1674. 2251. 2596. ...   32.   43.   99.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-5.000e+00 -1.500e+01 -3.000e+00 ...  3.144e+03  3.991e+03  2.929e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 139.  -92. -169. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1025. -1074. -1115. ...    56.    10.    77.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-115.  238.  218. ... -559. -589. -593.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[302. 367.  50. ...   6.  68.  58.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -447.  -792.  -769. ...  4585. 12337.  4352.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1427. 1042.  882. ...  852.  929.  535.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   22.    47.    56. ... -1282. -1559. -1801.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 2.000e+00 -5.000e+00 -2.000e+00 ...  3.152e+03  4.001e+03  5.043e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 206.   37.  171. ... 9873. 8129. 3815.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[50. 47. 45. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 0. -1. -1. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-3198. -3363. -2732. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -223.  -154.  -149. ...  2725. -2073.  1376.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[894. 815. 916. ... -82. 241. 365.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1446. -1547. -1620. ...   212.   212.   281.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-10540.  -9607.  -8978. ...  -1210.   -111.    802.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[604. 597. 525. ... 684. 897. 980.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -771. -1101.  -685. ...  9028.  8882.  8035.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1032. -1607. -1553. ...   327.   507.   392.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-20. -33. -10. ... 615. 608. 629.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-569. -627. -697. ...  -26. -157. -537.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  93.   35.  -14. ... 1266. 1223. 1188.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[199.  86.  44. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 697.  726.  584. ...  772.  321. 4173.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  804.  3646.  2102. ... -3717. -4298. -4721.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  27.   27.   60. ... 2188. 2234. 2253.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -962.  -193.  -373. ... -1245.  -920. -1411.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-127. -295. -202. ... 1045.  529. -169.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 0.000e+00  0.000e+00 -1.000e+00 ...  3.162e+03  3.467e+03  3.512e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  65.  108.  212. ... 1432. 2045. 2042.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 286.  387.  528. ...  126.   -7. -172.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -11.   -4.    2. ... 1209. 1368.  709.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[198.  92.  33. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[28. 41. 39. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 52. -10. -62. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1131.  -365.   538. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-1442. -1624. -1736. ...  3312.  3659.  3758.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-18.   4.  27. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -45. 1616. 1379. ...  538.  430.  616.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  90.   61.   41. ... -311. -193. -161.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-433. -348.  107. ...  105.  152.  272.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 2413.   821.  -218. ...  -901.  4047. 10527.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[10. 55. 40. ...  0.  0.  0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -14.   -9.   -5. ...    4.  -43. -126.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-196. -675. -726. ...  -67.   33.  155.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1216. -296. -423. ... 3362. 4954. 6151.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[147. 156. 171. ... 285. 509. 993.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 0.000e+00  0.000e+00  1.000e+00 ... -2.521e+03 -4.232e+03 -5.075e+03] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  13.  -39. -130. ...  584.  881. 1093.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[185. 399. 447. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-19. -34.  -8. ...  22. -18.  41.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  37.  -70.  -36. ... -520. -344. -349.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -161.  -168.  -133. ...  -687. -1434. -1642.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -15.  -67.  -67. ...  702. 1031. 1194.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-124.  576. 1215. ...  632.  949. 1151.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 254.  233.  254. ... -454.  424. -322.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -99. -211.  -84. ...  190.  317.  698.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 96. 133. 103. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 176.  137.  215. ... 4003. 3710. 3943.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 85. 140. 180. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 509. 1594. 2655. ... 2371.  888. -673.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-194. -185. -123. ... 4507. 3854. 3127.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 57.  81. 200. ...  74. -26. -57.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1. 0. 1. ... 0. 0. 0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  519.   247.    79. ... -1677. -1013. -2287.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   3.  -18.  -52. ...   56. -255. -596.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-358. -472. -432. ... -374. -362. -343.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-617. 5027. 7072. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -52. -112. -186. ...   17.  206.   60.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-3192. -1650.  1297. ... -4775. -5900. -6560.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -6. -216. -424. ... -969. -551. -940.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 2318.  -713. -2751. ...   661. -1291. -1970.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 701.  655.  517. ... 1734. 1166. 2607.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-303. -210. -284. ...    0.    0.    0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[36. 44. 68. ... -9. -5. -4.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-2134. -2929. -2911. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  264.  -493.    63. ... -1225. -1713. -2106.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[166. 134.  -7. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  3. -32.  41. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-603. -742. -771. ... -370. -280. -234.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ -223.  -235.  -224. ... -1882. -1449. -1631.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  51.   37.   42. ... -452. -215. -122.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-124.  -75.  -36. ... 2121. 1988. 1775.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[405. 553. 768. ... 116.  79. 130.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 128.  133.  139. ...   23.  -67. -101.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-4346. -6254.   473. ...  -460.  2174.  2989.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[1784. 1827. 1707. ... 6246. 6423. 6451.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-2208. -1702. -2163. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-9624. -9365. -9586. ...     0.     0.     0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[692. 675. 553. ...   0.   0.   0.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-242. -227. -210. ... 1946. 2013. 1986.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-735. -248. 1070. ...  817.  659.  730.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[ 615.  413. -102. ...  -97. -180. -432.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[-310. -358. -380. ... 4021. 4756. 1832.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -45.  -396.  -549. ...  -881. -1105. -1506.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  370.   363.   394. ... -1559. -1440. -1568.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[  -61.   -58.   -54. ... -3246. -2632. -1735.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
            "/tmp/ipykernel_91783/1318606634.py:7: FutureWarning: Pass y=[   70.   223.   197. ... -1431. -1288. -1162.] as keyword args. From version 0.10 passing these as positional arguments will result in an error\n",
            "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n"
          ]
        }
      ],
      "source": [
        "x_train_mel = np.zeros((x_train.shape[0], *S_dB.shape))\n",
        "for i in range(x_train.shape[0]):\n",
        "  x_train_mel[i] = librosa.feature.melspectrogram(x_train[i], sr=sr)\n",
        "\n",
        "x_test_mel = np.zeros((x_test.shape[0], *S_dB.shape))\n",
        "for i in range(x_test.shape[0]):\n",
        "  x_test_mel[i] = librosa.feature.melspectrogram(x_test[i], sr=sr)\n",
        "\n",
        "x_train_mel_normalized = (x_train_mel - np.mean(x_train_mel.flatten()))/np.std(x_train_mel.flatten())\n",
        "x_test_mel_normalized = (x_test_mel - np.mean(x_train_mel.flatten()))/np.std(x_train_mel.flatten())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 92,
      "metadata": {},
      "outputs": [],
      "source": [
        "from tensorflow.keras.layers import Dense, Flatten, Conv2D, MaxPool2D, Input\n",
        "from tensorflow.keras.models import Sequential\n",
        "\n",
        "def create_model(input_shape):\n",
        "  model = Sequential([\n",
        "    Input((input_shape[0], input_shape[1],1)),\n",
        "\n",
        "    Conv2D(32, 3, activation='relu'),\n",
        "    MaxPool2D(),\n",
        "        \n",
        "    Conv2D(64, 3, activation='relu'),\n",
        "    MaxPool2D(),\n",
        "    \n",
        "    Conv2D(128, 3, activation='relu'),\n",
        "    MaxPool2D(),\n",
        "\n",
        "    Conv2D(256, 3, activation='relu'),\n",
        "    MaxPool2D(),\n",
        "\n",
        "    Flatten(),\n",
        "\n",
        "    Dense(256, activation='relu'),\n",
        "\n",
        "    Dense(7, activation='softmax'),\n",
        "  ])\n",
        "\n",
        "  return model"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 93,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Model: \"sequential_33\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " conv2d_52 (Conv2D)          (None, 126, 155, 32)      320       \n",
            "                                                                 \n",
            " max_pooling2d_52 (MaxPoolin  (None, 63, 77, 32)       0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " conv2d_53 (Conv2D)          (None, 61, 75, 64)        18496     \n",
            "                                                                 \n",
            " max_pooling2d_53 (MaxPoolin  (None, 30, 37, 64)       0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " conv2d_54 (Conv2D)          (None, 28, 35, 128)       73856     \n",
            "                                                                 \n",
            " max_pooling2d_54 (MaxPoolin  (None, 14, 17, 128)      0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " conv2d_55 (Conv2D)          (None, 12, 15, 256)       295168    \n",
            "                                                                 \n",
            " max_pooling2d_55 (MaxPoolin  (None, 6, 7, 256)        0         \n",
            " g2D)                                                            \n",
            "                                                                 \n",
            " flatten_31 (Flatten)        (None, 10752)             0         \n",
            "                                                                 \n",
            " dense_44 (Dense)            (None, 256)               2752768   \n",
            "                                                                 \n",
            " dense_45 (Dense)            (None, 7)                 1799      \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 3,142,407\n",
            "Trainable params: 3,142,407\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n"
          ]
        },
        {
          "ename": "ValueError",
          "evalue": "Data cardinality is ambiguous:\n  x sizes: 128\n  y sizes: 1400\nMake sure all arrays contain the same number of samples.",
          "output_type": "error",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
            "\u001b[1;32m/home/laurent/Documents/Cours/ENSEEIHT/S9 - IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb Cell 16\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m model\u001b[39m.\u001b[39mcompile(optimizer\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mAdam\u001b[39m\u001b[39m'\u001b[39m, loss\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mcategorical_crossentropy\u001b[39m\u001b[39m'\u001b[39m, metrics\u001b[39m=\u001b[39m[\u001b[39m'\u001b[39m\u001b[39maccuracy\u001b[39m\u001b[39m'\u001b[39m])\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m model\u001b[39m.\u001b[39msummary()\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m model\u001b[39m.\u001b[39;49mfit(\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m     x_train_mel_normalized\u001b[39m.\u001b[39;49mswapaxes(\u001b[39m0\u001b[39;49m, \u001b[39m1\u001b[39;49m), y_train,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m     epochs\u001b[39m=\u001b[39;49m\u001b[39m20\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=7'>8</a>\u001b[0m     batch_size\u001b[39m=\u001b[39;49m\u001b[39m16\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=8'>9</a>\u001b[0m     shuffle\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m,\n\u001b[1;32m     <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=9'>10</a>\u001b[0m     validation_data\u001b[39m=\u001b[39;49m(x_test_mel_normalized\u001b[39m.\u001b[39;49mswapaxes(\u001b[39m0\u001b[39;49m, \u001b[39m1\u001b[39;49m), y_test)\n\u001b[1;32m     <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X20sZmlsZQ%3D%3D?line=10'>11</a>\u001b[0m )\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/utils/traceback_utils.py:67\u001b[0m, in \u001b[0;36mfilter_traceback.<locals>.error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     65\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mException\u001b[39;00m \u001b[39mas\u001b[39;00m e:  \u001b[39m# pylint: disable=broad-except\u001b[39;00m\n\u001b[1;32m     66\u001b[0m   filtered_tb \u001b[39m=\u001b[39m _process_traceback_frames(e\u001b[39m.\u001b[39m__traceback__)\n\u001b[0;32m---> 67\u001b[0m   \u001b[39mraise\u001b[39;00m e\u001b[39m.\u001b[39mwith_traceback(filtered_tb) \u001b[39mfrom\u001b[39;00m \u001b[39mNone\u001b[39m\n\u001b[1;32m     68\u001b[0m \u001b[39mfinally\u001b[39;00m:\n\u001b[1;32m     69\u001b[0m   \u001b[39mdel\u001b[39;00m filtered_tb\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/engine/data_adapter.py:1653\u001b[0m, in \u001b[0;36m_check_data_cardinality\u001b[0;34m(data)\u001b[0m\n\u001b[1;32m   1649\u001b[0m   msg \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m  \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m sizes: \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\n\u001b[1;32m   1650\u001b[0m       label, \u001b[39m\"\u001b[39m\u001b[39m, \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mjoin(\u001b[39mstr\u001b[39m(i\u001b[39m.\u001b[39mshape[\u001b[39m0\u001b[39m])\n\u001b[1;32m   1651\u001b[0m                        \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m tf\u001b[39m.\u001b[39mnest\u001b[39m.\u001b[39mflatten(single_data)))\n\u001b[1;32m   1652\u001b[0m msg \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mMake sure all arrays contain the same number of samples.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m-> 1653\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(msg)\n",
            "\u001b[0;31mValueError\u001b[0m: Data cardinality is ambiguous:\n  x sizes: 128\n  y sizes: 1400\nMake sure all arrays contain the same number of samples."
          ]
        }
      ],
      "source": [
        "model = create_model(S_dB.shape)\n",
        "model.compile(optimizer='Adam', loss='categorical_crossentropy', metrics=['accuracy'])\n",
        "model.summary()\n",
        "\n",
        "model.fit(\n",
        "    x_train_mel_normalized, y_train,\n",
        "    epochs=20,\n",
        "    batch_size=16,\n",
        "    shuffle=True,\n",
        "    validation_data=(x_test_mel_normalized, y_test)\n",
        ")\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# 3. LSTM"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 115,
      "metadata": {},
      "outputs": [],
      "source": [
        "from tensorflow.keras.layers import Dense, Flatten, LSTM, Input\n",
        "from tensorflow.keras.models import Sequential\n",
        "\n",
        "def create_model(input_shape):\n",
        "  model = Sequential([\n",
        "    Input((input_shape[1], input_shape[0])),\n",
        "\n",
        "    LSTM(128, activation=\"relu\", return_sequences=True),\n",
        "    LSTM(64, activation=\"relu\", return_sequences=True),\n",
        "    LSTM(32, activation=\"relu\"),\n",
        "\n",
        "    Dense(256, activation='relu'),\n",
        "\n",
        "    Dense(7, activation='softmax'),\n",
        "  ])\n",
        "\n",
        "  return model"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 116,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Model: \"sequential_42\"\n",
            "_________________________________________________________________\n",
            " Layer (type)                Output Shape              Param #   \n",
            "=================================================================\n",
            " lstm_27 (LSTM)              (None, 157, 128)          131584    \n",
            "                                                                 \n",
            " lstm_28 (LSTM)              (None, 157, 64)           49408     \n",
            "                                                                 \n",
            " lstm_29 (LSTM)              (None, 32)                12416     \n",
            "                                                                 \n",
            " dense_62 (Dense)            (None, 256)               8448      \n",
            "                                                                 \n",
            " dense_63 (Dense)            (None, 7)                 1799      \n",
            "                                                                 \n",
            "=================================================================\n",
            "Total params: 203,655\n",
            "Trainable params: 203,655\n",
            "Non-trainable params: 0\n",
            "_________________________________________________________________\n"
          ]
        }
      ],
      "source": [
        "model = create_model(S_dB.shape)\n",
        "model.compile(optimizer='Adam', loss='categorical_crossentropy', metrics=['accuracy'])\n",
        "model.summary()\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 117,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Epoch 1/20\n",
            "88/88 [==============================] - 18s 175ms/step - loss: nan - accuracy: 0.1386 - val_loss: nan - val_accuracy: 0.1429\n",
            "Epoch 2/20\n",
            "88/88 [==============================] - 16s 177ms/step - loss: nan - accuracy: 0.1429 - val_loss: nan - val_accuracy: 0.1429\n",
            "Epoch 3/20\n",
            "88/88 [==============================] - 15s 172ms/step - loss: nan - accuracy: 0.1429 - val_loss: nan - val_accuracy: 0.1429\n",
            "Epoch 4/20\n",
            "43/88 [=============>................] - ETA: 7s - loss: nan - accuracy: 0.1308"
          ]
        },
        {
          "ename": "KeyboardInterrupt",
          "evalue": "",
          "output_type": "error",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
            "\u001b[1;32m/home/laurent/Documents/Cours/ENSEEIHT/S9 - IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb Cell 20\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m model\u001b[39m.\u001b[39;49mfit(\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m     x_train_mel_normalized\u001b[39m.\u001b[39;49mswapaxes(\u001b[39m1\u001b[39;49m, \u001b[39m2\u001b[39;49m), y_train,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m     epochs\u001b[39m=\u001b[39;49m\u001b[39m20\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m     batch_size\u001b[39m=\u001b[39;49m\u001b[39m16\u001b[39;49m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m     shuffle\u001b[39m=\u001b[39;49m\u001b[39mTrue\u001b[39;49;00m,\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m     validation_data\u001b[39m=\u001b[39;49m(x_test_mel_normalized\u001b[39m.\u001b[39;49mswapaxes(\u001b[39m1\u001b[39;49m, \u001b[39m2\u001b[39;49m), y_test)\n\u001b[1;32m      <a href='vscode-notebook-cell:/home/laurent/Documents/Cours/ENSEEIHT/S9%20-%20IAM/IAM_2022_Classification_Audio_Sujet_totally_not_a_virus.ipynb#X25sZmlsZQ%3D%3D?line=6'>7</a>\u001b[0m )\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/utils/traceback_utils.py:64\u001b[0m, in \u001b[0;36mfilter_traceback.<locals>.error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m     62\u001b[0m filtered_tb \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m     63\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m---> 64\u001b[0m   \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m     65\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mException\u001b[39;00m \u001b[39mas\u001b[39;00m e:  \u001b[39m# pylint: disable=broad-except\u001b[39;00m\n\u001b[1;32m     66\u001b[0m   filtered_tb \u001b[39m=\u001b[39m _process_traceback_frames(e\u001b[39m.\u001b[39m__traceback__)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/keras/engine/training.py:1384\u001b[0m, in \u001b[0;36mModel.fit\u001b[0;34m(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, validation_batch_size, validation_freq, max_queue_size, workers, use_multiprocessing)\u001b[0m\n\u001b[1;32m   1377\u001b[0m \u001b[39mwith\u001b[39;00m tf\u001b[39m.\u001b[39mprofiler\u001b[39m.\u001b[39mexperimental\u001b[39m.\u001b[39mTrace(\n\u001b[1;32m   1378\u001b[0m     \u001b[39m'\u001b[39m\u001b[39mtrain\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m   1379\u001b[0m     epoch_num\u001b[39m=\u001b[39mepoch,\n\u001b[1;32m   1380\u001b[0m     step_num\u001b[39m=\u001b[39mstep,\n\u001b[1;32m   1381\u001b[0m     batch_size\u001b[39m=\u001b[39mbatch_size,\n\u001b[1;32m   1382\u001b[0m     _r\u001b[39m=\u001b[39m\u001b[39m1\u001b[39m):\n\u001b[1;32m   1383\u001b[0m   callbacks\u001b[39m.\u001b[39mon_train_batch_begin(step)\n\u001b[0;32m-> 1384\u001b[0m   tmp_logs \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtrain_function(iterator)\n\u001b[1;32m   1385\u001b[0m   \u001b[39mif\u001b[39;00m data_handler\u001b[39m.\u001b[39mshould_sync:\n\u001b[1;32m   1386\u001b[0m     context\u001b[39m.\u001b[39masync_wait()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/util/traceback_utils.py:150\u001b[0m, in \u001b[0;36mfilter_traceback.<locals>.error_handler\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    148\u001b[0m filtered_tb \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m    149\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 150\u001b[0m   \u001b[39mreturn\u001b[39;00m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m    151\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mException\u001b[39;00m \u001b[39mas\u001b[39;00m e:\n\u001b[1;32m    152\u001b[0m   filtered_tb \u001b[39m=\u001b[39m _process_traceback_frames(e\u001b[39m.\u001b[39m__traceback__)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/def_function.py:915\u001b[0m, in \u001b[0;36mFunction.__call__\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m    912\u001b[0m compiler \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mxla\u001b[39m\u001b[39m\"\u001b[39m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_jit_compile \u001b[39melse\u001b[39;00m \u001b[39m\"\u001b[39m\u001b[39mnonXla\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m    914\u001b[0m \u001b[39mwith\u001b[39;00m OptionalXlaContext(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_jit_compile):\n\u001b[0;32m--> 915\u001b[0m   result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_call(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwds)\n\u001b[1;32m    917\u001b[0m new_tracing_count \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mexperimental_get_tracing_count()\n\u001b[1;32m    918\u001b[0m without_tracing \u001b[39m=\u001b[39m (tracing_count \u001b[39m==\u001b[39m new_tracing_count)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/def_function.py:947\u001b[0m, in \u001b[0;36mFunction._call\u001b[0;34m(self, *args, **kwds)\u001b[0m\n\u001b[1;32m    944\u001b[0m   \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock\u001b[39m.\u001b[39mrelease()\n\u001b[1;32m    945\u001b[0m   \u001b[39m# In this case we have created variables on the first call, so we run the\u001b[39;00m\n\u001b[1;32m    946\u001b[0m   \u001b[39m# defunned version which is guaranteed to never create variables.\u001b[39;00m\n\u001b[0;32m--> 947\u001b[0m   \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_stateless_fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwds)  \u001b[39m# pylint: disable=not-callable\u001b[39;00m\n\u001b[1;32m    948\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_stateful_fn \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    949\u001b[0m   \u001b[39m# Release the lock early so that multiple threads can perform the call\u001b[39;00m\n\u001b[1;32m    950\u001b[0m   \u001b[39m# in parallel.\u001b[39;00m\n\u001b[1;32m    951\u001b[0m   \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock\u001b[39m.\u001b[39mrelease()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:2956\u001b[0m, in \u001b[0;36mFunction.__call__\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   2953\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_lock:\n\u001b[1;32m   2954\u001b[0m   (graph_function,\n\u001b[1;32m   2955\u001b[0m    filtered_flat_args) \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_maybe_define_function(args, kwargs)\n\u001b[0;32m-> 2956\u001b[0m \u001b[39mreturn\u001b[39;00m graph_function\u001b[39m.\u001b[39;49m_call_flat(\n\u001b[1;32m   2957\u001b[0m     filtered_flat_args, captured_inputs\u001b[39m=\u001b[39;49mgraph_function\u001b[39m.\u001b[39;49mcaptured_inputs)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:1853\u001b[0m, in \u001b[0;36mConcreteFunction._call_flat\u001b[0;34m(self, args, captured_inputs, cancellation_manager)\u001b[0m\n\u001b[1;32m   1849\u001b[0m possible_gradient_type \u001b[39m=\u001b[39m gradients_util\u001b[39m.\u001b[39mPossibleTapeGradientTypes(args)\n\u001b[1;32m   1850\u001b[0m \u001b[39mif\u001b[39;00m (possible_gradient_type \u001b[39m==\u001b[39m gradients_util\u001b[39m.\u001b[39mPOSSIBLE_GRADIENT_TYPES_NONE\n\u001b[1;32m   1851\u001b[0m     \u001b[39mand\u001b[39;00m executing_eagerly):\n\u001b[1;32m   1852\u001b[0m   \u001b[39m# No tape is watching; skip to running the function.\u001b[39;00m\n\u001b[0;32m-> 1853\u001b[0m   \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_build_call_outputs(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_inference_function\u001b[39m.\u001b[39;49mcall(\n\u001b[1;32m   1854\u001b[0m       ctx, args, cancellation_manager\u001b[39m=\u001b[39;49mcancellation_manager))\n\u001b[1;32m   1855\u001b[0m forward_backward \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_select_forward_and_backward_functions(\n\u001b[1;32m   1856\u001b[0m     args,\n\u001b[1;32m   1857\u001b[0m     possible_gradient_type,\n\u001b[1;32m   1858\u001b[0m     executing_eagerly)\n\u001b[1;32m   1859\u001b[0m forward_function, args_with_tangents \u001b[39m=\u001b[39m forward_backward\u001b[39m.\u001b[39mforward()\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/function.py:499\u001b[0m, in \u001b[0;36m_EagerDefinedFunction.call\u001b[0;34m(self, ctx, args, cancellation_manager)\u001b[0m\n\u001b[1;32m    497\u001b[0m \u001b[39mwith\u001b[39;00m _InterpolateFunctionError(\u001b[39mself\u001b[39m):\n\u001b[1;32m    498\u001b[0m   \u001b[39mif\u001b[39;00m cancellation_manager \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m--> 499\u001b[0m     outputs \u001b[39m=\u001b[39m execute\u001b[39m.\u001b[39;49mexecute(\n\u001b[1;32m    500\u001b[0m         \u001b[39mstr\u001b[39;49m(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msignature\u001b[39m.\u001b[39;49mname),\n\u001b[1;32m    501\u001b[0m         num_outputs\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_num_outputs,\n\u001b[1;32m    502\u001b[0m         inputs\u001b[39m=\u001b[39;49margs,\n\u001b[1;32m    503\u001b[0m         attrs\u001b[39m=\u001b[39;49mattrs,\n\u001b[1;32m    504\u001b[0m         ctx\u001b[39m=\u001b[39;49mctx)\n\u001b[1;32m    505\u001b[0m   \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    506\u001b[0m     outputs \u001b[39m=\u001b[39m execute\u001b[39m.\u001b[39mexecute_with_cancellation(\n\u001b[1;32m    507\u001b[0m         \u001b[39mstr\u001b[39m(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39msignature\u001b[39m.\u001b[39mname),\n\u001b[1;32m    508\u001b[0m         num_outputs\u001b[39m=\u001b[39m\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_num_outputs,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    511\u001b[0m         ctx\u001b[39m=\u001b[39mctx,\n\u001b[1;32m    512\u001b[0m         cancellation_manager\u001b[39m=\u001b[39mcancellation_manager)\n",
            "File \u001b[0;32m~/.local/lib/python3.10/site-packages/tensorflow/python/eager/execute.py:54\u001b[0m, in \u001b[0;36mquick_execute\u001b[0;34m(op_name, num_outputs, inputs, attrs, ctx, name)\u001b[0m\n\u001b[1;32m     52\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m     53\u001b[0m   ctx\u001b[39m.\u001b[39mensure_initialized()\n\u001b[0;32m---> 54\u001b[0m   tensors \u001b[39m=\u001b[39m pywrap_tfe\u001b[39m.\u001b[39;49mTFE_Py_Execute(ctx\u001b[39m.\u001b[39;49m_handle, device_name, op_name,\n\u001b[1;32m     55\u001b[0m                                       inputs, attrs, num_outputs)\n\u001b[1;32m     56\u001b[0m \u001b[39mexcept\u001b[39;00m core\u001b[39m.\u001b[39m_NotOkStatusException \u001b[39mas\u001b[39;00m e:\n\u001b[1;32m     57\u001b[0m   \u001b[39mif\u001b[39;00m name \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n",
            "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
          ]
        }
      ],
      "source": [
        "model.fit(\n",
        "    x_train_mel_normalized.swapaxes(1, 2), y_train,\n",
        "    epochs=20,\n",
        "    batch_size=16,\n",
        "    shuffle=True,\n",
        "    validation_data=(x_test_mel_normalized.swapaxes(1, 2), y_test)\n",
        ")"
      ]
    }
  ],
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      "language": "python",
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      "version": "3.10.8"
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