2000audio.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use CPU only\n",
    "import os\n",
    "os.environ[\"CUDA_DEVICE_ORDER\"] = \"PCI_BUS_ID\"   # see issue #152\n",
    "os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Using TensorFlow backend.\n"
     ]
    }
   ],
   "source": [
    "import glob\n",
    "import os\n",
    "import librosa\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use('ggplot')\n",
    "from matplotlib.pyplot import specgram\n",
    "import soundfile as sf\n",
    "import sys\n",
    "\n",
    "\n",
    "np.random.seed(1337)\n",
    "from tensorflow import set_random_seed\n",
    "set_random_seed(1337)\n",
    "\n",
    "from utils import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[name: \"/device:CPU:0\"\n",
      "device_type: \"CPU\"\n",
      "memory_limit: 268435456\n",
      "locality {\n",
      "}\n",
      "incarnation: 4039241099611422369\n",
      ", name: \"/device:GPU:0\"\n",
      "device_type: \"GPU\"\n",
      "memory_limit: 7814525748\n",
      "locality {\n",
      "  bus_id: 1\n",
      "}\n",
      "incarnation: 3508424996199336342\n",
      "physical_device_desc: \"device: 0, name: GeForce GTX 1080, pci bus id: 0000:01:00.0, compute capability: 6.1\"\n",
      ", name: \"/device:GPU:1\"\n",
      "device_type: \"GPU\"\n",
      "memory_limit: 7950250804\n",
      "locality {\n",
      "  bus_id: 1\n",
      "}\n",
      "incarnation: 9559827305607653231\n",
      "physical_device_desc: \"device: 1, name: GeForce GTX 1080, pci bus id: 0000:02:00.0, compute capability: 6.1\"\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "from tensorflow.python.client import device_lib\n",
    "print(device_lib.list_local_devices())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "project_dir = '/home/rabreu/projeto_multimodal/'\n",
    "data_dir = project_dir+'data/'\n",
    "\n",
    "audioset_indices_csv = project_dir+'segments/subset_class_labels_indices.csv'\n",
    "\n",
    "## pegando dataset desbalanceado, que eu balanceei para 600 ocorrências para cada classe\n",
    "audioset_train_csv = project_dir+'segments/2000max_subset_unbalanced_train_segments.csv'\n",
    "train_sub_dir = '2000unbalanced_train/audio' # estou lendo em aac pois o linux suporta, no windows tem que ser wav\n",
    "\n",
    "audioset_eval_csv = project_dir+'segments/subset_eval_segments.csv'\n",
    "eval_sub_dir = 'eval/audio'\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Cnn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# hiperparâmetros para extração de características\n",
    "frames = 420 # largura do mel spectogram \n",
    "bands = 60 # altura"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Salvar dados"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Eu quero extrair features e transformar em 2D. \n",
    "#### Porém quero salvar apenas um mel spectogram de tamanho fixo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(60, 538)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# EXEMPLO\n",
    "def _extract_segments(clip):\n",
    "    melspec = librosa.feature.melspectrogram(clip, sr=22050, n_fft=1024, hop_length=512, n_mels=bands)\n",
    "    logspec = librosa.logamplitude(melspec)    \n",
    "    return np.array(logspec)\n",
    "\n",
    "sample_filename = data_dir+\"unbalanced_train/audio/3641_4kRDE90UGRg.aac\"\n",
    "sound_clip,s = librosa.load(sample_filename)\n",
    "features = _extract_segments(sound_clip)\n",
    "features.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def extract_features(parent_dir,sub_dir,csv_file,file_ext=\"*.wav\",bands = 60,frames = 420):\n",
    "    log_specgrams = np.empty((0, bands,frames))\n",
    "    file_labels = []\n",
    "    count = 0\n",
    "    for fn in natural_sort(glob.glob(os.path.join(parent_dir, sub_dir, file_ext))):\n",
    "        sound_clip,s = librosa.load(fn)\n",
    "        print('Processing Line #' + str(count))\n",
    "        print('features for ' + fn + ' extracted.')\n",
    "        signal = sound_clip\n",
    "        melspec = librosa.feature.melspectrogram(sound_clip, sr=22050, n_fft=1024, hop_length=512, n_mels = bands)\n",
    "        logspec = librosa.logamplitude(melspec)\n",
    "        #log_specgrams.append(logspec)\n",
    "        logspec = librosa.util.fix_length(logspec, frames)\n",
    "        log_specgrams = np.append(log_specgrams, [logspec], axis=0)\n",
    "\n",
    "\n",
    "        # Need to get the labels for each clip from the CSV file\n",
    "        rownum = fn.split(sub_dir)[1].split('/')[1].split('_')[0]\n",
    "        #print('rownum = ' + str(rownum))\n",
    "        labels = (get_file_name_labels_from_audioset_csv(rownum,csv_file,audioset_indices_csv))\n",
    "        file_labels.append(labels)\n",
    "        \n",
    "        count += 1\n",
    "            \n",
    "    log_specgrams = np.array(log_specgrams)\n",
    "    \n",
    "    ### CASO QUEIRA ADICIONAR UM NOVO CHANNEL COM O DELTA DO SPECTOGRAM. Falta modificar esse código para aceitar 1 frame só\n",
    "    #log_specgrams = np.asarray(log_specgrams).reshape(len(log_specgrams),bands,frames,1)\n",
    "    #features = np.concatenate((log_specgrams, np.zeros(np.shape(log_specgrams))), axis = 3)\n",
    "    #for i in range(len(features)):\n",
    "    #    features[i, :, :, 1] = librosa.feature.delta(features[i, :, :, 0])\n",
    "    \n",
    "    return np.array(log_specgrams), np.array(file_labels)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #0\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/0_--aaILOrkII.aac extracted.\n",
      "Processing Line #1\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/1_-99daJhXYJY.aac extracted.\n",
      "Processing Line #2\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/2_-JKLmqDk9p8.aac extracted.\n",
      "Processing Line #3\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/3_-JOKwS64mRU.aac extracted.\n",
      "Processing Line #4\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/4_-RAdrtCW1hI.aac extracted.\n",
      "Processing Line #5\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/6_-b_10b-orX4.aac extracted.\n",
      "Processing Line #6\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/7_-cQV8iXK3pQ.aac extracted.\n",
      "Processing Line #7\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/8_-cWrzrfVdMQ.aac extracted.\n",
      "Processing Line #8\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/9_-fwZGpmJNhw.aac extracted.\n",
      "Processing Line #9\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/10_-i-9C48tduw.aac extracted.\n",
      "Processing Line #10\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/11_-tL4aWGx01s.aac extracted.\n",
      "Processing Line #11\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/13_0-DkUF7TnnI.aac extracted.\n",
      "Processing Line #12\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/14_09zT8qlC384.aac extracted.\n",
      "Processing Line #13\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/15_0HDoqcA727o.aac extracted.\n",
      "Processing Line #14\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/16_0Qj73JaG8Ik.aac extracted.\n",
      "Processing Line #15\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/17_0YsXXGEVmy8.aac extracted.\n",
      "Processing Line #16\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/18_0o4vHYlTPBA.aac extracted.\n",
      "Processing Line #17\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/19_0rcgzQpsWYs.aac extracted.\n",
      "Processing Line #18\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/20_0xps9c25LqE.aac extracted.\n",
      "Processing Line #19\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/21_11-d3rWQxZY.aac extracted.\n",
      "Processing Line #20\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/22_1AlmsqlPdwM.aac extracted.\n",
      "Processing Line #21\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/23_1Co1uyI6Ulw.aac extracted.\n",
      "Processing Line #22\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/24_1CouJesdH7M.aac extracted.\n",
      "Processing Line #23\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/25_1OHxLcGzhv0.aac extracted.\n",
      "Processing Line #24\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/26_1OM5619KGEI.aac extracted.\n",
      "Processing Line #25\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/27_1nYZnNEKI6o.aac extracted.\n",
      "Processing Line #26\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/28_27rCZL5yPU4.aac extracted.\n",
      "Processing Line #27\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/29_2Gu16Qh4EHw.aac extracted.\n",
      "Processing Line #28\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/30_2LZ0q78OWZE.aac extracted.\n",
      "Processing Line #29\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/31_2Lam7ljO3Is.aac extracted.\n",
      "Processing Line #30\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/32_2aCeBLWVL68.aac extracted.\n",
      "Processing Line #31\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/33_2jFE-MKRmPw.aac extracted.\n",
      "Processing Line #32\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/34_3K4JqHLgq9I.aac extracted.\n",
      "Processing Line #33\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/35_3RKZM0WIRbk.aac extracted.\n",
      "Processing Line #34\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/36_3ZEzvNaHWPE.aac extracted.\n",
      "Processing Line #35\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/38_3eGOQOcKkAE.aac extracted.\n",
      "Processing Line #36\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/39_3j3AM4taI-U.aac extracted.\n",
      "Processing Line #37\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/40_3oF7NLTzoxc.aac extracted.\n",
      "Processing Line #38\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/41_3udWS-cMb-8.aac extracted.\n",
      "Processing Line #39\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/42_3y2aZEs1F5s.aac extracted.\n",
      "Processing Line #40\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/43_41SLp0ph65A.aac extracted.\n",
      "Processing Line #41\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/44_472uoq6erhc.aac extracted.\n",
      "Processing Line #42\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/45_49kPjptbt38.aac extracted.\n",
      "Processing Line #43\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/46_4JnYkujJGRA.aac extracted.\n",
      "Processing Line #44\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/48_4hwwaJQV7Go.aac extracted.\n",
      "Processing Line #45\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/49_4lNM6Ah99hw.aac extracted.\n",
      "Processing Line #46\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/50_4tQiC9E6Mxc.aac extracted.\n",
      "Processing Line #47\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/51_5190n8RJI_k.aac extracted.\n",
      "Processing Line #48\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/52_54EJiYdS03s.aac extracted.\n",
      "Processing Line #49\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/53_5NqDdoLAUjE.aac extracted.\n",
      "Processing Line #50\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/54_5ddBDVLBRFQ.aac extracted.\n",
      "Processing Line #51\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/55_5kM5TBYx07g.aac extracted.\n",
      "Processing Line #52\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/56_5piIqrQB5rU.aac extracted.\n",
      "Processing Line #53\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/57_5znApAp2Gcc.aac extracted.\n",
      "Processing Line #54\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/58_66wgrFPRzZU.aac extracted.\n",
      "Processing Line #55\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/59_69aQWOcvmoI.aac extracted.\n",
      "Processing Line #56\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/60_6O4Zpv-cAXY.aac extracted.\n",
      "Processing Line #57\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/61_6OHetw29o_A.aac extracted.\n",
      "Processing Line #58\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/62_6j76kSyiOCA.aac extracted.\n",
      "Processing Line #59\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/63_6j_0JxixrG8.aac extracted.\n",
      "Processing Line #60\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/64_6kguB8XWB64.aac extracted.\n",
      "Processing Line #61\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/65_6lhRhz7Ki_0.aac extracted.\n",
      "Processing Line #62\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/66_6mBd8XtwkvM.aac extracted.\n",
      "Processing Line #63\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/67_6qi1KV9MoO0.aac extracted.\n",
      "Processing Line #64\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/68_76pXCH-hvb4.aac extracted.\n",
      "Processing Line #65\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/69_78R6KgsSPRk.aac extracted.\n",
      "Processing Line #66\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/70_7Bfg94jYDVI.aac extracted.\n",
      "Processing Line #67\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/71_7Leh-jVFjjg.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #68\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/72_7gZqP4-Y0Cw.aac extracted.\n",
      "Processing Line #69\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/73_7rVjlroRQ64.aac extracted.\n",
      "Processing Line #70\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/75_7sU0jAHPJG0.aac extracted.\n",
      "Processing Line #71\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/76_89hj7G1AWYY.aac extracted.\n",
      "Processing Line #72\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/77_8B3cEMueaDc.aac extracted.\n",
      "Processing Line #73\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/78_8Bcmyjk3TYk.aac extracted.\n",
      "Processing Line #74\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/79_8CtGons_X48.aac extracted.\n",
      "Processing Line #75\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/80_8D4L97zM7x4.aac extracted.\n",
      "Processing Line #76\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/81_8FYoIwYkoWY.aac extracted.\n",
      "Processing Line #77\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/82_8PgDC2GUx9k.aac extracted.\n",
      "Processing Line #78\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/83_8Ti-qa2gvoc.aac extracted.\n",
      "Processing Line #79\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/84_8VbJJQXwX4o.aac extracted.\n",
      "Processing Line #80\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/85_8a2OeWS3G-A.aac extracted.\n",
      "Processing Line #81\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/86_8oa7QzW-IBc.aac extracted.\n",
      "Processing Line #82\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/87_8pJUJvPfIx0.aac extracted.\n",
      "Processing Line #83\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/88_8ryifCe_sIU.aac extracted.\n",
      "Processing Line #84\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/89_9Bg7XK1Uoyw.aac extracted.\n",
      "Processing Line #85\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/90_9BkxqopOLQo.aac extracted.\n",
      "Processing Line #86\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/91_9CCRS3MCwXI.aac extracted.\n",
      "Processing Line #87\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/92_9Cx-qZZAyQg.aac extracted.\n",
      "Processing Line #88\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/93_9EzV2FqY2y8.aac extracted.\n",
      "Processing Line #89\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/94_9FH7i5Q4rGI.aac extracted.\n",
      "Processing Line #90\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/95_9FpX26dPaSQ.aac extracted.\n",
      "Processing Line #91\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/96_9It3a2bN2Uw.aac extracted.\n",
      "Processing Line #92\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/97_9MVCwolWlLE.aac extracted.\n",
      "Processing Line #93\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/98_9Pd12SkMum4.aac extracted.\n",
      "Processing Line #94\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/99_9UP7L34-zus.aac extracted.\n",
      "Processing Line #95\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/100_9W--1bU_zjg.aac extracted.\n",
      "Processing Line #96\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/101_9Wfg4h6CVqo.aac extracted.\n",
      "Processing Line #97\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/102_9dzNWsw-W58.aac extracted.\n",
      "Processing Line #98\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/103_9iyQiuuF_CE.aac extracted.\n",
      "Processing Line #99\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/104_9j4IROLuOkE.aac extracted.\n",
      "Processing Line #100\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/105_9kjfu8TUTYk.aac extracted.\n",
      "Processing Line #101\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/106_9nYeNrZ4EPY.aac extracted.\n",
      "Processing Line #102\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/107_9oxMZQOS6sE.aac extracted.\n",
      "Processing Line #103\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/108_9ww0jrYLgZ8.aac extracted.\n",
      "Processing Line #104\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/109_AIthc77KW8w.aac extracted.\n",
      "Processing Line #105\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/110_AJzwtVxRLVU.aac extracted.\n",
      "Processing Line #106\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/112_APYXZHZPCE4.aac extracted.\n",
      "Processing Line #107\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/113_Aai257FTBiQ.aac extracted.\n",
      "Processing Line #108\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/114_Ab51oVS98Qo.aac extracted.\n",
      "Processing Line #109\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/115_AeWRWWba3z4.aac extracted.\n",
      "Processing Line #110\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/116_AgLm7rSg5JA.aac extracted.\n",
      "Processing Line #111\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/117_AsSPcPFgGdE.aac extracted.\n",
      "Processing Line #112\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/118_Au5NjQaR_T0.aac extracted.\n",
      "Processing Line #113\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/119_AuJ8X3TK3cU.aac extracted.\n",
      "Processing Line #114\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/120_B9ZQcIBD4rA.aac extracted.\n",
      "Processing Line #115\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/121_BEuIJ5dw5kY.aac extracted.\n",
      "Processing Line #116\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/122_BJVFqd7WYxA.aac extracted.\n",
      "Processing Line #117\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/123_BQWPvKrN07c.aac extracted.\n",
      "Processing Line #118\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/124_BQWXKuFYuro.aac extracted.\n",
      "Processing Line #119\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/125_BRYojKzC-xY.aac extracted.\n",
      "Processing Line #120\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/126_BSPjTGVP1I4.aac extracted.\n",
      "Processing Line #121\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/127_BVch9SzTjZw.aac extracted.\n",
      "Processing Line #122\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/128_BbLkppp3QZc.aac extracted.\n",
      "Processing Line #123\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/129_Bdi9NEo8cDU.aac extracted.\n",
      "Processing Line #124\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/130_Be0z4cALwJo.aac extracted.\n",
      "Processing Line #125\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/131_BmkqueB0Vrs.aac extracted.\n",
      "Processing Line #126\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/132_BtN6AvD1FyA.aac extracted.\n",
      "Processing Line #127\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/133_By8_wPVT4zg.aac extracted.\n",
      "Processing Line #128\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/134_C2gkVodtiCs.aac extracted.\n",
      "Processing Line #129\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/135_C72bv2YhZ6A.aac extracted.\n",
      "Processing Line #130\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/136_C9SbW7DnSho.aac extracted.\n",
      "Processing Line #131\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/137_CCHRD-G9sfA.aac extracted.\n",
      "Processing Line #132\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/138_CFLiUsZvjqw.aac extracted.\n",
      "Processing Line #133\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/139_CNETKbKHhwc.aac extracted.\n",
      "Processing Line #134\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/140_CNURVtAOhRE.aac extracted.\n",
      "Processing Line #135\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/141_COe52lCaNPk.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #136\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/143_CSfJWw9cM2s.aac extracted.\n",
      "Processing Line #137\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/144_CXFCW_AHFCk.aac extracted.\n",
      "Processing Line #138\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/145_CcKeBkOVJIY.aac extracted.\n",
      "Processing Line #139\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/146_CelxGPZvoyw.aac extracted.\n",
      "Processing Line #140\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/147_Cl64_nI7A14.aac extracted.\n",
      "Processing Line #141\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/150_D7-J_A8zf2k.aac extracted.\n",
      "Processing Line #142\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/151_DUvF0NeTxPs.aac extracted.\n",
      "Processing Line #143\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/152_Dj6vz-bsHXY.aac extracted.\n",
      "Processing Line #144\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/153_DoRebW9poXU.aac extracted.\n",
      "Processing Line #145\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/154_DsFvp-0mEZA.aac extracted.\n",
      "Processing Line #146\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/155_DwyOjLK00jQ.aac extracted.\n",
      "Processing Line #147\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/156_DzlD845npq4.aac extracted.\n",
      "Processing Line #148\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/157_E-J9vzpZFn4.aac extracted.\n",
      "Processing Line #149\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/158_E5A5jUE-n2c.aac extracted.\n",
      "Processing Line #150\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/159_EJucDkHyC_U.aac extracted.\n",
      "Processing Line #151\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/160_EQoCKPIrT3U.aac extracted.\n",
      "Processing Line #152\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/161_ERYy3X1mx0c.aac extracted.\n",
      "Processing Line #153\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/162_ETiHg0_v210.aac extracted.\n",
      "Processing Line #154\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/163_Ea6wuY5zHDc.aac extracted.\n",
      "Processing Line #155\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/164_EfzNaAVrqFk.aac extracted.\n",
      "Processing Line #156\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/165_Emw8Ax5g3i8.aac extracted.\n",
      "Processing Line #157\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/166_EonsfqQZ0OU.aac extracted.\n",
      "Processing Line #158\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/167_ExKxdQ_Kph0.aac extracted.\n",
      "Processing Line #159\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/168_F7eX5VXbvNo.aac extracted.\n",
      "Processing Line #160\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/169_FCWFhArE1UU.aac extracted.\n",
      "Processing Line #161\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/170_FCjwziBggHE.aac extracted.\n",
      "Processing Line #162\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/171_FGSTvZW_toM.aac extracted.\n",
      "Processing Line #163\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/172_FLgXwU-TviI.aac extracted.\n",
      "Processing Line #164\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/173_FN7VIGq04qE.aac extracted.\n",
      "Processing Line #165\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/174_FO6arunsodo.aac extracted.\n",
      "Processing Line #166\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/175_FPRRNfbcULA.aac extracted.\n",
      "Processing Line #167\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/177_FnkVyKnukpE.aac extracted.\n",
      "Processing Line #168\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/178_FvX4beQXT9M.aac extracted.\n",
      "Processing Line #169\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/179_Fzwa_LIMH2E.aac extracted.\n",
      "Processing Line #170\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/180_G-f6qIJF8Pk.aac extracted.\n",
      "Processing Line #171\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/181_G8l2fpUPWro.aac extracted.\n",
      "Processing Line #172\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/182_G9M3de5mISY.aac extracted.\n",
      "Processing Line #173\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/183_GJd9qaGm92I.aac extracted.\n",
      "Processing Line #174\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/184_GJvWWCx2UuU.aac extracted.\n",
      "Processing Line #175\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/185_GM9C0VWmLpI.aac extracted.\n",
      "Processing Line #176\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/186_GQyqKgXee8A.aac extracted.\n",
      "Processing Line #177\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/187_GXJg8cnsP1k.aac extracted.\n",
      "Processing Line #178\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/188_GYOHFaVFp3o.aac extracted.\n",
      "Processing Line #179\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/189_Gksy214mQWg.aac extracted.\n",
      "Processing Line #180\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/190_GlO3MdKTpd4.aac extracted.\n",
      "Processing Line #181\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/191_Gx-fFUhQ28A.aac extracted.\n",
      "Processing Line #182\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/192_H-QghZBSGjQ.aac extracted.\n",
      "Processing Line #183\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/193_H0adZlMICzE.aac extracted.\n",
      "Processing Line #184\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/194_HDws6xj6J40.aac extracted.\n",
      "Processing Line #185\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/195_HQsOY0A3xoI.aac extracted.\n",
      "Processing Line #186\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/196_H_iDWJ7gbIU.aac extracted.\n",
      "Processing Line #187\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/197_Hjebqbe5wJg.aac extracted.\n",
      "Processing Line #188\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/198_Hn7kIz6Z0ZI.aac extracted.\n",
      "Processing Line #189\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/199_I3zwXIKToXc.aac extracted.\n",
      "Processing Line #190\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/200_I515SEYGbIw.aac extracted.\n",
      "Processing Line #191\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/201_ICdovrQhhrw.aac extracted.\n",
      "Processing Line #192\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/202_ICtHsbPozLU.aac extracted.\n",
      "Processing Line #193\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/203_IHNQUYiF21o.aac extracted.\n",
      "Processing Line #194\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/204_II-fcvc57Jk.aac extracted.\n",
      "Processing Line #195\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/205_IP_9TyuwDc8.aac extracted.\n",
      "Processing Line #196\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/206_IR_ks3y_UTA.aac extracted.\n",
      "Processing Line #197\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/207_ISUgb6HjLbI.aac extracted.\n",
      "Processing Line #198\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/208_IXVXGMPG0dA.aac extracted.\n",
      "Processing Line #199\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/209_IfsJ66GKcr0.aac extracted.\n",
      "Processing Line #200\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/210_IroOVamQZHQ.aac extracted.\n",
      "Processing Line #201\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/211_J652Y8jdAFw.aac extracted.\n",
      "Processing Line #202\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/212_JHgWe45u8NE.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #203\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/213_JVGj7Bt6Gpg.aac extracted.\n",
      "Processing Line #204\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/214_JfQZeAIHg3s.aac extracted.\n",
      "Processing Line #205\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/215_JjC4SzZwjJg.aac extracted.\n",
      "Processing Line #206\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/216_Jk2B7Mvh6cE.aac extracted.\n",
      "Processing Line #207\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/217_JxzClm8xuDc.aac extracted.\n",
      "Processing Line #208\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/218_JzDXNC3r-FM.aac extracted.\n",
      "Processing Line #209\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/219_K0op6i9ydnM.aac extracted.\n",
      "Processing Line #210\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/220_K5TkfFZk-ro.aac extracted.\n",
      "Processing Line #211\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/221_KH_Cw66-97Q.aac extracted.\n",
      "Processing Line #212\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/222_KOePTJ9eSkQ.aac extracted.\n",
      "Processing Line #213\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/223_KRxPSEBGUi4.aac extracted.\n",
      "Processing Line #214\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/224_Ko9iUJ9Hz50.aac extracted.\n",
      "Processing Line #215\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/225_KrO8LpwM70k.aac extracted.\n",
      "Processing Line #216\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/226_L3Xr_NVi7UM.aac extracted.\n",
      "Processing Line #217\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/227_LMC-xXt6A1g.aac extracted.\n",
      "Processing Line #218\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/228_LSvtwiycIIU.aac extracted.\n",
      "Processing Line #219\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/229_LT5mUSYUzHg.aac extracted.\n",
      "Processing Line #220\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/230_LVW1oLMQksM.aac extracted.\n",
      "Processing Line #221\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/231_L_9U6xDeYcU.aac extracted.\n",
      "Processing Line #222\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/232_L_CRmKhsdfQ.aac extracted.\n",
      "Processing Line #223\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/233_Lx6xaU2Ti7s.aac extracted.\n",
      "Processing Line #224\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/234_LzLvMuwX9Vw.aac extracted.\n",
      "Processing Line #225\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/235_M1xMhk1lCr4.aac extracted.\n",
      "Processing Line #226\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/236_MElc-0XqoSw.aac extracted.\n",
      "Processing Line #227\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/237_MNrctWQxHEA.aac extracted.\n",
      "Processing Line #228\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/238_MQhD1V14Spw.aac extracted.\n",
      "Processing Line #229\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/239_McwJQR6vKDA.aac extracted.\n",
      "Processing Line #230\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/240_MtXS_LO3nNU.aac extracted.\n",
      "Processing Line #231\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/241_N-270xmgaO4.aac extracted.\n",
      "Processing Line #232\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/242_N3I0bQOafN8.aac extracted.\n",
      "Processing Line #233\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/243_NI-ItTGKHuE.aac extracted.\n",
      "Processing Line #234\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/244_NJBlHNAXZZ0.aac extracted.\n",
      "Processing Line #235\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/245_NQnH_JzTxaY.aac extracted.\n",
      "Processing Line #236\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/246_NWjZK1EFZBc.aac extracted.\n",
      "Processing Line #237\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/247_NXPJmaO6vao.aac extracted.\n",
      "Processing Line #238\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/248_NoBvw3b6L7I.aac extracted.\n",
      "Processing Line #239\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/249_NyqqduUCKy0.aac extracted.\n",
      "Processing Line #240\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/250_NzTggyH8J2U.aac extracted.\n",
      "Processing Line #241\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/251_O3mvnbutoqs.aac extracted.\n",
      "Processing Line #242\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/252_OKB62QAF5U8.aac extracted.\n",
      "Processing Line #243\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/253_OLA6yUdoTyo.aac extracted.\n",
      "Processing Line #244\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/254_OMo7qvmsMu4.aac extracted.\n",
      "Processing Line #245\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/255_O_FDe2fRpDM.aac extracted.\n",
      "Processing Line #246\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/256_OjPPHeQXdZk.aac extracted.\n",
      "Processing Line #247\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/257_OplcFe9OOMA.aac extracted.\n",
      "Processing Line #248\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/258_Oq1ygfvQhj0.aac extracted.\n",
      "Processing Line #249\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/260_PsuGhbGDAYw.aac extracted.\n",
      "Processing Line #250\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/261_PwyVufxwAos.aac extracted.\n",
      "Processing Line #251\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/262_PyxzFVgz70M.aac extracted.\n",
      "Processing Line #252\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/263_QDRXDpVbjck.aac extracted.\n",
      "Processing Line #253\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/264_QH3RIg1ypDg.aac extracted.\n",
      "Processing Line #254\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/266_QXNgo7S7Cxw.aac extracted.\n",
      "Processing Line #255\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/267_QXtF7cWgq3M.aac extracted.\n",
      "Processing Line #256\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/268_QbY5RyLsWVM.aac extracted.\n",
      "Processing Line #257\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/269_QcIOX_eo7VU.aac extracted.\n",
      "Processing Line #258\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/270_QdBf5MKpT2o.aac extracted.\n",
      "Processing Line #259\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/271_QfMn5NoHdes.aac extracted.\n",
      "Processing Line #260\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/272_Qhgf--hnohY.aac extracted.\n",
      "Processing Line #261\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/273_QiZ93oKvcjI.aac extracted.\n",
      "Processing Line #262\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/274_QkbHH6LQkr4.aac extracted.\n",
      "Processing Line #263\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/275_QrvCNyQn3HU.aac extracted.\n",
      "Processing Line #264\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/276_R-ieGD15_n8.aac extracted.\n",
      "Processing Line #265\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/277_RCEBJCXKcWA.aac extracted.\n",
      "Processing Line #266\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/278_ROCrWXwzNOk.aac extracted.\n",
      "Processing Line #267\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/279_RcfNij45obU.aac extracted.\n",
      "Processing Line #268\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/280_RdQWZQqJuqo.aac extracted.\n",
      "Processing Line #269\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/281_ReXtuIyu9ls.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #270\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/282_RfGSlaxcN0w.aac extracted.\n",
      "Processing Line #271\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/283_RhZ8pOgF4D0.aac extracted.\n",
      "Processing Line #272\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/284_RscrFWDOntw.aac extracted.\n",
      "Processing Line #273\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/285_S5ONWWKaMIA.aac extracted.\n",
      "Processing Line #274\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/286_SFJm4TVL-gE.aac extracted.\n",
      "Processing Line #275\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/287_SNH0ywrOEvQ.aac extracted.\n",
      "Processing Line #276\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/288_SavkOa_GGLs.aac extracted.\n",
      "Processing Line #277\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/289_Sr4ufSj2Nq8.aac extracted.\n",
      "Processing Line #278\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/290_SsB-AP-fcSY.aac extracted.\n",
      "Processing Line #279\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/291_T1cYDKFI1is.aac extracted.\n",
      "Processing Line #280\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/292_T8ohX1UzM7Q.aac extracted.\n",
      "Processing Line #281\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/293_TNK2G4wY46g.aac extracted.\n",
      "Processing Line #282\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/294_TYoYRlICcZU.aac extracted.\n",
      "Processing Line #283\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/295_TaamX_ehKnU.aac extracted.\n",
      "Processing Line #284\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/296_TdDBJR2XKTA.aac extracted.\n",
      "Processing Line #285\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/297_TeA1puWNGgw.aac extracted.\n",
      "Processing Line #286\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/298_TvkwSM2RR4s.aac extracted.\n",
      "Processing Line #287\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/299_U5dlogM7k9g.aac extracted.\n",
      "Processing Line #288\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/300_U8LvZzg_ruc.aac extracted.\n",
      "Processing Line #289\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/301_U8wU3xFj3TA.aac extracted.\n",
      "Processing Line #290\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/302_UCuylpOa2IE.aac extracted.\n",
      "Processing Line #291\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/303_UFAGCTDB7EY.aac extracted.\n",
      "Processing Line #292\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/305_UKMMD3z4qX4.aac extracted.\n",
      "Processing Line #293\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/306_ULFhHR0OLSE.aac extracted.\n",
      "Processing Line #294\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/307_UN84r_4GTdQ.aac extracted.\n",
      "Processing Line #295\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/308_UOSl9vrp0Vs.aac extracted.\n",
      "Processing Line #296\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/309_Uj266NF1mUk.aac extracted.\n",
      "Processing Line #297\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/310_UmOOGxXbEuc.aac extracted.\n",
      "Processing Line #298\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/311_UrToRNte8cU.aac extracted.\n",
      "Processing Line #299\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/314_VcQsSCgypQU.aac extracted.\n",
      "Processing Line #300\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/315_VzEmLYAcX_4.aac extracted.\n",
      "Processing Line #301\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/317_W6GWAWBuJFo.aac extracted.\n",
      "Processing Line #302\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/318_W7feeDJ8iNk.aac extracted.\n",
      "Processing Line #303\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/319_W8WFs-QDZnc.aac extracted.\n",
      "Processing Line #304\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/320_W8b5T4LJCOw.aac extracted.\n",
      "Processing Line #305\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/321_WA49Qjw52lg.aac extracted.\n",
      "Processing Line #306\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/322_WdD4TtenRPA.aac extracted.\n",
      "Processing Line #307\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/323_WoBYgyQqQKk.aac extracted.\n",
      "Processing Line #308\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/325_X2Urv2KkQqU.aac extracted.\n",
      "Processing Line #309\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/326_X5s1jA9YJlo.aac extracted.\n",
      "Processing Line #310\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/327_XREr4wTwG04.aac extracted.\n",
      "Processing Line #311\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/328_XVJvCtE1hEU.aac extracted.\n",
      "Processing Line #312\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/329_Xazsdjxx8lM.aac extracted.\n",
      "Processing Line #313\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/330_XgLQ4gHHb8g.aac extracted.\n",
      "Processing Line #314\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/331_Xoma_14dg08.aac extracted.\n",
      "Processing Line #315\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/332_Xug8OJNzEvI.aac extracted.\n",
      "Processing Line #316\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/333_Xy8fR4pJNmo.aac extracted.\n",
      "Processing Line #317\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/334_Xyf_kzNG-iA.aac extracted.\n",
      "Processing Line #318\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/335_Y0Aibvz4GS0.aac extracted.\n",
      "Processing Line #319\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/336_YGYKAG2q19o.aac extracted.\n",
      "Processing Line #320\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/337_YHW0XmpLi2k.aac extracted.\n",
      "Processing Line #321\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/338_YMrF9YkALDE.aac extracted.\n",
      "Processing Line #322\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/339_YhLgb_mzFbs.aac extracted.\n",
      "Processing Line #323\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/340_YqGivcrdNhw.aac extracted.\n",
      "Processing Line #324\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/341_YrCByX3Lm8Y.aac extracted.\n",
      "Processing Line #325\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/342_YvOAduVZfJE.aac extracted.\n",
      "Processing Line #326\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/343_YwdNnzWmiGc.aac extracted.\n",
      "Processing Line #327\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/344_YxRbaNArrdA.aac extracted.\n",
      "Processing Line #328\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/345_Yxdd4q90B0E.aac extracted.\n",
      "Processing Line #329\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/346_Yxt9ASRCnaE.aac extracted.\n",
      "Processing Line #330\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/347_YyZkOm4Q9Is.aac extracted.\n",
      "Processing Line #331\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/348_Z-TXRCy2X3A.aac extracted.\n",
      "Processing Line #332\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/349_ZJC1zEC8G88.aac extracted.\n",
      "Processing Line #333\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/350_ZLX0rdNJsww.aac extracted.\n",
      "Processing Line #334\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/351_ZM6krn037N4.aac extracted.\n",
      "Processing Line #335\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/352_ZaeARmx4m0k.aac extracted.\n",
      "Processing Line #336\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/353_Zb10a9nW0ok.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #337\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/354_Zb_aIF1Wb44.aac extracted.\n",
      "Processing Line #338\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/355_ZgaGheLPXys.aac extracted.\n",
      "Processing Line #339\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/356_ZhEV3H3mCAg.aac extracted.\n",
      "Processing Line #340\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/357_ZthT5nwFkJg.aac extracted.\n",
      "Processing Line #341\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/358_ZuF8hkiuDRQ.aac extracted.\n",
      "Processing Line #342\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/359__0JKl45OmKY.aac extracted.\n",
      "Processing Line #343\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/360__5x_-aTNCjU.aac extracted.\n",
      "Processing Line #344\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/361__76zOFOi7Xo.aac extracted.\n",
      "Processing Line #345\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/362__A4J2p4Dx6s.aac extracted.\n",
      "Processing Line #346\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/363__MXjq0eaIVk.aac extracted.\n",
      "Processing Line #347\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/364__RbYie-Fxo4.aac extracted.\n",
      "Processing Line #348\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/365__VKNhUxcvUw.aac extracted.\n",
      "Processing Line #349\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/366__lGsMYx8ezI.aac extracted.\n",
      "Processing Line #350\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/367__pelJnqTReE.aac extracted.\n",
      "Processing Line #351\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/368__pgjMATDeSQ.aac extracted.\n",
      "Processing Line #352\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/369__s9WXTeZccA.aac extracted.\n",
      "Processing Line #353\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/371_a4nkA0NL4Hw.aac extracted.\n",
      "Processing Line #354\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/372_a6HE939n-Jk.aac extracted.\n",
      "Processing Line #355\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/373_aDMsH8STzE8.aac extracted.\n",
      "Processing Line #356\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/374_aLShWsDr7oQ.aac extracted.\n",
      "Processing Line #357\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/375_aMxLy5s3y8k.aac extracted.\n",
      "Processing Line #358\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/376_aVuoBwZxcJ4.aac extracted.\n",
      "Processing Line #359\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/378_apwQu55-5OI.aac extracted.\n",
      "Processing Line #360\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/380_b28rQfs-Z2w.aac extracted.\n",
      "Processing Line #361\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/381_bBdxLMRX5rs.aac extracted.\n",
      "Processing Line #362\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/382_bW_PMIAIHBE.aac extracted.\n",
      "Processing Line #363\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/383_brbEtmu2_MA.aac extracted.\n",
      "Processing Line #364\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/384_c65F3Bvn2y8.aac extracted.\n",
      "Processing Line #365\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/385_cEHnqMIacho.aac extracted.\n",
      "Processing Line #366\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/386_cKK0oZrwed8.aac extracted.\n",
      "Processing Line #367\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/387_cVxS2FAacrY.aac extracted.\n",
      "Processing Line #368\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/388_cYx-7UBAIZw.aac extracted.\n",
      "Processing Line #369\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/389_ci0SHipBCMs.aac extracted.\n",
      "Processing Line #370\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/390_cmllUfmgZsY.aac extracted.\n",
      "Processing Line #371\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/391_cwunY0NgTi4.aac extracted.\n",
      "Processing Line #372\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/392_cz6oxIlmw_M.aac extracted.\n",
      "Processing Line #373\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/393_d5jxfxK6xUg.aac extracted.\n",
      "Processing Line #374\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/394_d61xTv_eJUw.aac extracted.\n",
      "Processing Line #375\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/395_dI9HTTk6Mgs.aac extracted.\n",
      "Processing Line #376\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/396_dJudErPaMWI.aac extracted.\n",
      "Processing Line #377\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/397_dLEDy35kbEg.aac extracted.\n",
      "Processing Line #378\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/398_dM0bxfuu2eI.aac extracted.\n",
      "Processing Line #379\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/399_dQcv6M8mMGE.aac extracted.\n",
      "Processing Line #380\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/401_dqJWTzC3s8I.aac extracted.\n",
      "Processing Line #381\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/402_dwP43cX6Ra4.aac extracted.\n",
      "Processing Line #382\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/403_dxcs_lpcwj0.aac extracted.\n",
      "Processing Line #383\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/404_eSI3y1oXXyw.aac extracted.\n",
      "Processing Line #384\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/405_eZvnPXlzG4o.aac extracted.\n",
      "Processing Line #385\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/406_eceLeLKCo6A.aac extracted.\n",
      "Processing Line #386\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/407_ekix8JsPfXo.aac extracted.\n",
      "Processing Line #387\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/408_erTNk5mXucI.aac extracted.\n",
      "Processing Line #388\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/409_eywoMnysS10.aac extracted.\n",
      "Processing Line #389\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/410_fWos7Z_zDgg.aac extracted.\n",
      "Processing Line #390\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/411_fY5cWL4SUmw.aac extracted.\n",
      "Processing Line #391\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/412_faWvKxwpJX8.aac extracted.\n",
      "Processing Line #392\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/413_fcWIVV6iKNw.aac extracted.\n",
      "Processing Line #393\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/414_fee8oYWdGck.aac extracted.\n",
      "Processing Line #394\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/415_fu5PSTbkCTY.aac extracted.\n",
      "Processing Line #395\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/416_fvYPQygklIo.aac extracted.\n",
      "Processing Line #396\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/417_g1cdo9nKQHY.aac extracted.\n",
      "Processing Line #397\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/419_gS6EJd0gxx8.aac extracted.\n",
      "Processing Line #398\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/420_gVgfohZexjk.aac extracted.\n",
      "Processing Line #399\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/421_gh2cTFdUM74.aac extracted.\n",
      "Processing Line #400\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/422_gp_D8r-2hwk.aac extracted.\n",
      "Processing Line #401\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/423_guhbZzPfyG4.aac extracted.\n",
      "Processing Line #402\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/424_h5gtwyez9HY.aac extracted.\n",
      "Processing Line #403\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/425_h6voPlJG0m0.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #404\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/427_hBq7Bdexp-M.aac extracted.\n",
      "Processing Line #405\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/428_hGklLddzBQA.aac extracted.\n",
      "Processing Line #406\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/429_hMvUaNs5kQo.aac extracted.\n",
      "Processing Line #407\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/430_hPdH5gl1fTo.aac extracted.\n",
      "Processing Line #408\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/431_hVXaWkX_KOw.aac extracted.\n",
      "Processing Line #409\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/432_hWSvuq56hlM.aac extracted.\n",
      "Processing Line #410\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/433_hZ13aU7-npc.aac extracted.\n",
      "Processing Line #411\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/434_hcGOcwEtOSo.aac extracted.\n",
      "Processing Line #412\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/435_hi6OuLJwvYk.aac extracted.\n",
      "Processing Line #413\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/436_hkPMts4DS3Y.aac extracted.\n",
      "Processing Line #414\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/437_hnKRraemix8.aac extracted.\n",
      "Processing Line #415\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/438_i-q5XKBVGWI.aac extracted.\n",
      "Processing Line #416\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/439_iHZWVC6q6U8.aac extracted.\n",
      "Processing Line #417\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/440_iPL76K7w9yc.aac extracted.\n",
      "Processing Line #418\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/441_iTt7--azNtg.aac extracted.\n",
      "Processing Line #419\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/442_iXCg-9B_K_8.aac extracted.\n",
      "Processing Line #420\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/443_iY1nWLSPwJc.aac extracted.\n",
      "Processing Line #421\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/444_ic_xXsNZ9aM.aac extracted.\n",
      "Processing Line #422\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/445_j0EIiaKEzGs.aac extracted.\n",
      "Processing Line #423\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/446_j9UFjooPrqs.aac extracted.\n",
      "Processing Line #424\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/447_jDdYqpYoIGY.aac extracted.\n",
      "Processing Line #425\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/448_jUFNFPgfaaY.aac extracted.\n",
      "Processing Line #426\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/449_jdiphmOtFVU.aac extracted.\n",
      "Processing Line #427\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/450_jjJgbpw0QmA.aac extracted.\n",
      "Processing Line #428\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/451_jotE032i05c.aac extracted.\n",
      "Processing Line #429\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/452_jwbQ60-plVg.aac extracted.\n",
      "Processing Line #430\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/453_k17Xq-wWn6w.aac extracted.\n",
      "Processing Line #431\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/454_kHlH-Ys2CSs.aac extracted.\n",
      "Processing Line #432\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/455_kcnc66tQlxg.aac extracted.\n",
      "Processing Line #433\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/456_keDDfzMRHfg.aac extracted.\n",
      "Processing Line #434\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/457_kh2edY_BH2E.aac extracted.\n",
      "Processing Line #435\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/458_knn0QET_7DY.aac extracted.\n",
      "Processing Line #436\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/459_kseqhhdlsg0.aac extracted.\n",
      "Processing Line #437\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/460_l21f-RphoQU.aac extracted.\n",
      "Processing Line #438\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/461_l4Z5jciACfM.aac extracted.\n",
      "Processing Line #439\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/462_l7mSUe1bxyE.aac extracted.\n",
      "Processing Line #440\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/463_lBnjix5PDHI.aac extracted.\n",
      "Processing Line #441\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/464_lNnj9q0oVLY.aac extracted.\n",
      "Processing Line #442\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/465_lWDYbFDhV8k.aac extracted.\n",
      "Processing Line #443\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/466_lmEiT0_7b0k.aac extracted.\n",
      "Processing Line #444\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/467_m3M8wMyXmUk.aac extracted.\n",
      "Processing Line #445\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/468_mIkW7mWlnXw.aac extracted.\n",
      "Processing Line #446\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/469_mi-s3pLeR3U.aac extracted.\n",
      "Processing Line #447\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/470_mk3b2BgeyhA.aac extracted.\n",
      "Processing Line #448\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/472_mmAigxjQbtE.aac extracted.\n",
      "Processing Line #449\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/473_mmFy-IgqOY8.aac extracted.\n",
      "Processing Line #450\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/474_mpS0tUb_4q8.aac extracted.\n",
      "Processing Line #451\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/475_msZvt9_kbuU.aac extracted.\n",
      "Processing Line #452\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/476_mxgSJtIvyQg.aac extracted.\n",
      "Processing Line #453\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/477_my65DVXCPu4.aac extracted.\n",
      "Processing Line #454\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/478_nD_HctFk3Hc.aac extracted.\n",
      "Processing Line #455\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/480_ncmbVqH7rKE.aac extracted.\n",
      "Processing Line #456\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/481_neLgGXf0XJ4.aac extracted.\n",
      "Processing Line #457\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/482_nfhsxetUM5Q.aac extracted.\n",
      "Processing Line #458\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/483_nhAismtQmkY.aac extracted.\n",
      "Processing Line #459\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/484_nuuykD2akvI.aac extracted.\n",
      "Processing Line #460\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/485_nyR4ONkiUaU.aac extracted.\n",
      "Processing Line #461\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/486_nyoCE83Lg-c.aac extracted.\n",
      "Processing Line #462\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/487_o0-zzs1GDc4.aac extracted.\n",
      "Processing Line #463\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/488_o4OMrBqHTRc.aac extracted.\n",
      "Processing Line #464\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/489_oTS4jW77rTQ.aac extracted.\n",
      "Processing Line #465\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/490_okXKlLF2lh0.aac extracted.\n",
      "Processing Line #466\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/491_okpTQM-Ft7A.aac extracted.\n",
      "Processing Line #467\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/492_opnG6qoVYzM.aac extracted.\n",
      "Processing Line #468\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/493_pNTLvDgzQvM.aac extracted.\n",
      "Processing Line #469\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/494_pVwPoANEqgU.aac extracted.\n",
      "Processing Line #470\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/495_pZF-hff52ts.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #471\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/496_paBYh4Sgs64.aac extracted.\n",
      "Processing Line #472\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/497_peqGE-BKFb4.aac extracted.\n",
      "Processing Line #473\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/498_pfsF7y3fBgo.aac extracted.\n",
      "Processing Line #474\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/499_pu0Xo4gjA7c.aac extracted.\n",
      "Processing Line #475\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/500_q-P6YlGm4uY.aac extracted.\n",
      "Processing Line #476\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/501_q838lUfyL-E.aac extracted.\n",
      "Processing Line #477\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/502_qBLiT_0wwM4.aac extracted.\n",
      "Processing Line #478\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/504_qQftDhgC51A.aac extracted.\n",
      "Processing Line #479\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/505_qSdPcsulqe4.aac extracted.\n",
      "Processing Line #480\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/506_qqMCiiZOaIA.aac extracted.\n",
      "Processing Line #481\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/508_qr7Z_1WM8pg.aac extracted.\n",
      "Processing Line #482\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/509_r3YX7kA3wB8.aac extracted.\n",
      "Processing Line #483\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/510_r5kMQR8qbcQ.aac extracted.\n",
      "Processing Line #484\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/511_rBdrfl0xivM.aac extracted.\n",
      "Processing Line #485\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/512_rHrpcMubkZ0.aac extracted.\n",
      "Processing Line #486\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/513_rK7LRuvEnHQ.aac extracted.\n",
      "Processing Line #487\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/514_rPH94rNhZl0.aac extracted.\n",
      "Processing Line #488\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/515_rTaWJ4gZ7g0.aac extracted.\n",
      "Processing Line #489\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/516_roxImnh9YTI.aac extracted.\n",
      "Processing Line #490\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/517_rp3cD2jWlVE.aac extracted.\n",
      "Processing Line #491\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/518_rrGbQeCIQEc.aac extracted.\n",
      "Processing Line #492\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/519_ry4PXhwNgI4.aac extracted.\n",
      "Processing Line #493\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/520_s5JPbWkRXKs.aac extracted.\n",
      "Processing Line #494\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/521_s8uTcJJXmPM.aac extracted.\n",
      "Processing Line #495\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/522_sA73ScSPS30.aac extracted.\n",
      "Processing Line #496\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/523_sVpj-evVHxs.aac extracted.\n",
      "Processing Line #497\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/524_s_0sJckueug.aac extracted.\n",
      "Processing Line #498\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/525_scgXjJOykRA.aac extracted.\n",
      "Processing Line #499\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/526_sq3jcffMfwU.aac extracted.\n",
      "Processing Line #500\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/527_svGU7yB_AXw.aac extracted.\n",
      "Processing Line #501\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/528_t-OfBs9eVZ0.aac extracted.\n",
      "Processing Line #502\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/529_tTtuoCraB1Y.aac extracted.\n",
      "Processing Line #503\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/530_tUIVZ_NR59k.aac extracted.\n",
      "Processing Line #504\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/531_tVZzdtnZaJk.aac extracted.\n",
      "Processing Line #505\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/532_tY0blkKvjPg.aac extracted.\n",
      "Processing Line #506\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/533_t_zbXrKUDEE.aac extracted.\n",
      "Processing Line #507\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/534_toDcLiHJUEA.aac extracted.\n",
      "Processing Line #508\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/535_ttCOebeJ59A.aac extracted.\n",
      "Processing Line #509\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/536_tuZYdoic2lk.aac extracted.\n",
      "Processing Line #510\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/537_tulo2-_Gmhg.aac extracted.\n",
      "Processing Line #511\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/538_u7KaWl9PTo0.aac extracted.\n",
      "Processing Line #512\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/539_uCm-Rsvrw0s.aac extracted.\n",
      "Processing Line #513\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/540_uLETIQnJM44.aac extracted.\n",
      "Processing Line #514\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/541_uLQPPdAKp1w.aac extracted.\n",
      "Processing Line #515\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/542_uUSsG40KbhM.aac extracted.\n",
      "Processing Line #516\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/543_u_KQFX8hZyk.aac extracted.\n",
      "Processing Line #517\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/544_ucJC2w8dLg4.aac extracted.\n",
      "Processing Line #518\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/545_ukO-_sq-u6U.aac extracted.\n",
      "Processing Line #519\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/546_upxh7mZ5IBo.aac extracted.\n",
      "Processing Line #520\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/547_uqtwOTsOF7I.aac extracted.\n",
      "Processing Line #521\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/548_v56paXFFfig.aac extracted.\n",
      "Processing Line #522\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/549_vHHcJ6fcKEI.aac extracted.\n",
      "Processing Line #523\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/550_vJwCeEoc6Ss.aac extracted.\n",
      "Processing Line #524\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/551_vQWFMfbDJyI.aac extracted.\n",
      "Processing Line #525\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/552_vQdYJv4Mebk.aac extracted.\n",
      "Processing Line #526\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/553_vXOhbFavtqU.aac extracted.\n",
      "Processing Line #527\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/554_vXOwQ7_5f3M.aac extracted.\n",
      "Processing Line #528\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/555_vcmuZ3MDSK8.aac extracted.\n",
      "Processing Line #529\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/556_vmCvyAgLJWc.aac extracted.\n",
      "Processing Line #530\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/557_vwqISkG7o50.aac extracted.\n",
      "Processing Line #531\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/559_w82xpBR_Z4A.aac extracted.\n",
      "Processing Line #532\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/560_wRO3h_zt1b4.aac extracted.\n",
      "Processing Line #533\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/561_wRVZAD1pfeo.aac extracted.\n",
      "Processing Line #534\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/562_wdVYP2ijnew.aac extracted.\n",
      "Processing Line #535\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/563_woVeO6XRBEY.aac extracted.\n",
      "Processing Line #536\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/564_wtA8A8_jBo4.aac extracted.\n",
      "Processing Line #537\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/565_xFzsYFhrHtk.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #538\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/566_xOUZBQdeXGc.aac extracted.\n",
      "Processing Line #539\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/567_xWfYh7-y7CA.aac extracted.\n",
      "Processing Line #540\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/569_y2A1Pmiu7yw.aac extracted.\n",
      "Processing Line #541\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/570_yA_HhB94RK0.aac extracted.\n",
      "Processing Line #542\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/571_yFmmu6irQrk.aac extracted.\n",
      "Processing Line #543\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/572_yYqURVoqlXw.aac extracted.\n",
      "Processing Line #544\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/573_yx-gN-b5yLY.aac extracted.\n",
      "Processing Line #545\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/575_zC3MxGNQ4fY.aac extracted.\n",
      "Processing Line #546\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/576_zF_DBcU9p4U.aac extracted.\n",
      "Processing Line #547\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/577_zHy43cBfK9M.aac extracted.\n",
      "Processing Line #548\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/578_zIp0QqCfYAE.aac extracted.\n",
      "Processing Line #549\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/579_zNswU3Pmyn0.aac extracted.\n",
      "Processing Line #550\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/580_zlt89JkjR8c.aac extracted.\n",
      "Processing Line #551\n",
      "features for /home/rabreu/projeto_multimodal/data/balanced_train/audio/581_zu53y8M2xBc.aac extracted.\n",
      "Features of =  (552, 60, 420)\n",
      "Labels of =  (552, 7)\n",
      "Saved /home/rabreu/projeto_multimodal/data/balanced_train/audio/features/_x.npy\n",
      "Saved /home/rabreu/projeto_multimodal/data/balanced_train/audio/features/_y.npy\n"
     ]
    }
   ],
   "source": [
    "## já que estamos aqui, vamos Extrair features do balanced dataset também\n",
    "\n",
    "features, labels = extract_features(data_dir,\"balanced_train/audio\",audioset_train_csv,\"*.aac\",bands,frames)\n",
    "save_dir = data_dir+\"balanced_train/audio\"+\"/features/\"\n",
    "assure_path_exists(save_dir)\n",
    "save_files(save_dir,features,labels)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9461\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9960_8g0YAhuM_hU.aac extracted.\n",
      "Processing Line #9462\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9961_-2CFBsjxxzw.aac extracted.\n",
      "Processing Line #9463\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9962_FhYC9sKhkO8.aac extracted.\n",
      "Processing Line #9464\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9963_WWnfAxsbYTk.aac extracted.\n",
      "Processing Line #9465\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9964_RSc2nO1Sv2o.aac extracted.\n",
      "Processing Line #9466\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9965_4SvmlTXaBwE.aac extracted.\n",
      "Processing Line #9467\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9966_2d7nmoSPyRA.aac extracted.\n",
      "Processing Line #9468\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9967_LRzSAU2p4bc.aac extracted.\n",
      "Processing Line #9469\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9968_SQ87H9D8nB8.aac extracted.\n",
      "Processing Line #9470\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9969_B-3gaCcojjU.aac extracted.\n",
      "Processing Line #9471\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9970_QP4dmDqm5e4.aac extracted.\n",
      "Processing Line #9472\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9971_1xAKbcl-EqQ.aac extracted.\n",
      "Processing Line #9473\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9972_PqRCeWcQUKQ.aac extracted.\n",
      "Processing Line #9474\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9973_47apFWd-GP8.aac extracted.\n",
      "Processing Line #9475\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9974_JRO0NnG_Zpw.aac extracted.\n",
      "Processing Line #9476\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9975_LOnMOR0rLro.aac extracted.\n",
      "Processing Line #9477\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9976_Okb_qFxgk1w.aac extracted.\n",
      "Processing Line #9478\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9977_5kgI258Qok0.aac extracted.\n",
      "Processing Line #9479\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9978_gS4id2VnOeU.aac extracted.\n",
      "Processing Line #9480\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9979_-u280mVOhOQ.aac extracted.\n",
      "Processing Line #9481\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9980_FxQo0g0Qfo0.aac extracted.\n",
      "Processing Line #9482\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9981_Zeo3ZZdZ3kg.aac extracted.\n",
      "Processing Line #9483\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9982_GUFYU9-aJFI.aac extracted.\n",
      "Processing Line #9484\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9983_-R4-Af_murw.aac extracted.\n",
      "Processing Line #9485\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9984_2kcgCeT9duM.aac extracted.\n",
      "Processing Line #9486\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9985_DzcYpZTDfaQ.aac extracted.\n",
      "Processing Line #9487\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9986_GuAdNm3WjOU.aac extracted.\n",
      "Processing Line #9488\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9987_Xzva-q3c8kc.aac extracted.\n",
      "Processing Line #9489\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9988_HXBkOzteh7A.aac extracted.\n",
      "Processing Line #9490\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9989_LU3l-LhYbfY.aac extracted.\n",
      "Processing Line #9491\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9990_C052T_Hcw7g.aac extracted.\n",
      "Processing Line #9492\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9991_KgLN4Ax557U.aac extracted.\n",
      "Processing Line #9493\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9992_fz5MLlf-sJw.aac extracted.\n",
      "Processing Line #9494\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9993_RdXHQ5sa9j0.aac extracted.\n",
      "Processing Line #9495\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9994_MKiAImPY9M0.aac extracted.\n",
      "Processing Line #9496\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9995_xQ7aAdI9tUM.aac extracted.\n",
      "Processing Line #9497\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9996_NKIobThV_5k.aac extracted.\n",
      "Processing Line #9498\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9997_OExWk-kGKy4.aac extracted.\n",
      "Processing Line #9499\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9998_EgMajX9XFF0.aac extracted.\n",
      "Processing Line #9500\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/9999_B9Cz0uvd1kk.aac extracted.\n",
      "Processing Line #9501\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10000_U0CZdNxlgI4.aac extracted.\n",
      "Processing Line #9502\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10001_-yz7GuEIuIo.aac extracted.\n",
      "Processing Line #9503\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10002_TfMt2ksP6tM.aac extracted.\n",
      "Processing Line #9504\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10003_Qn1ukv9zZnM.aac extracted.\n",
      "Processing Line #9505\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10004_8pJ8CbSqBio.aac extracted.\n",
      "Processing Line #9506\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10005_FpDb76ujGhk.aac extracted.\n",
      "Processing Line #9507\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10006_HYmhzkfw8D4.aac extracted.\n",
      "Processing Line #9508\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10007_GFEGuKddCK4.aac extracted.\n",
      "Processing Line #9509\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10008_CAb1YIgsJyE.aac extracted.\n",
      "Processing Line #9510\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10009_5Veg965Z0M4.aac extracted.\n",
      "Processing Line #9511\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10010_GJBWqVDeBvc.aac extracted.\n",
      "Processing Line #9512\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10011_2_9hG8u7Dsk.aac extracted.\n",
      "Processing Line #9513\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10012_gvtq0OtkeEg.aac extracted.\n",
      "Processing Line #9514\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10013_9ebafY4yFqc.aac extracted.\n",
      "Processing Line #9515\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10014_9gpdoYeFjoU.aac extracted.\n",
      "Processing Line #9516\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10015_-pZNCCwKcak.aac extracted.\n",
      "Processing Line #9517\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10016_0J0uMddRv0Y.aac extracted.\n",
      "Processing Line #9518\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10017_ZjG-AWdvbnw.aac extracted.\n",
      "Processing Line #9519\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10018_H0GmtJOnYmQ.aac extracted.\n",
      "Processing Line #9520\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10019_GFmQ81h-puA.aac extracted.\n",
      "Processing Line #9521\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10020_7ocwAaLPUCg.aac extracted.\n",
      "Processing Line #9522\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10021_GYoyE92bZZA.aac extracted.\n",
      "Processing Line #9523\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10022_9Zs_CZsofoo.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9524\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10023_J8p6RfVGAQ4.aac extracted.\n",
      "Processing Line #9525\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10024_TDJUPKctPec.aac extracted.\n",
      "Processing Line #9526\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10025_LyZ3f5CllLY.aac extracted.\n",
      "Processing Line #9527\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10026_63op7mA3JO4.aac extracted.\n",
      "Processing Line #9528\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10027_39KEKb-8qVA.aac extracted.\n",
      "Processing Line #9529\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10028_3iIdWGGlBP8.aac extracted.\n",
      "Processing Line #9530\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10029_3I-9oNJjz-4.aac extracted.\n",
      "Processing Line #9531\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10030_QPDdtgg1rqU.aac extracted.\n",
      "Processing Line #9532\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10031_61jfY4aTuSA.aac extracted.\n",
      "Processing Line #9533\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10032_LXCjGrKn7A0.aac extracted.\n",
      "Processing Line #9534\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10033_hoNj3NQJaf8.aac extracted.\n",
      "Processing Line #9535\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10036_THXjHEp7OLM.aac extracted.\n",
      "Processing Line #9536\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10037__rsxsMfruP4.aac extracted.\n",
      "Processing Line #9537\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10038_yZefKVrNVHM.aac extracted.\n",
      "Processing Line #9538\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10040_8ZtdrNxAcn8.aac extracted.\n",
      "Processing Line #9539\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10041_1J9CgjZp_0I.aac extracted.\n",
      "Processing Line #9540\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10042_dhD9LRNKmWE.aac extracted.\n",
      "Processing Line #9541\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10043_Ufc8d8M7i4E.aac extracted.\n",
      "Processing Line #9542\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10044_XJumR23P_c0.aac extracted.\n",
      "Processing Line #9543\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10045_EhaOs2PnkeM.aac extracted.\n",
      "Processing Line #9544\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10046__PPSaWDcmes.aac extracted.\n",
      "Processing Line #9545\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10047_K-dxFCpj9mM.aac extracted.\n",
      "Processing Line #9546\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10048_IzpndfuyB68.aac extracted.\n",
      "Processing Line #9547\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10049_X4q-shIKGhU.aac extracted.\n",
      "Processing Line #9548\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10050_BR_mM9aKV94.aac extracted.\n",
      "Processing Line #9549\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10051_MgePbY_AHxQ.aac extracted.\n",
      "Processing Line #9550\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10052_jaQD5Ugj2IU.aac extracted.\n",
      "Processing Line #9551\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10053_Q8yaTo2dmdY.aac extracted.\n",
      "Processing Line #9552\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10054_Pgd-IUArcBk.aac extracted.\n",
      "Processing Line #9553\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10056_8Uip3YiRu2g.aac extracted.\n",
      "Processing Line #9554\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10057_heG3lM0CdgM.aac extracted.\n",
      "Processing Line #9555\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10058_ovtp-iCDjN4.aac extracted.\n",
      "Processing Line #9556\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10059_7aiVfItkg_o.aac extracted.\n",
      "Processing Line #9557\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10060_07X9_2JoucM.aac extracted.\n",
      "Processing Line #9558\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10061_uH3j2cZCzvk.aac extracted.\n",
      "Processing Line #9559\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10062_EhVm3y8dJgU.aac extracted.\n",
      "Processing Line #9560\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10063_iWQG1_w4fHM.aac extracted.\n",
      "Processing Line #9561\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10064_84g2Im1WiHE.aac extracted.\n",
      "Processing Line #9562\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10065_9NbPdU1lM7g.aac extracted.\n",
      "Processing Line #9563\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10066_FGHUJMP70Gk.aac extracted.\n",
      "Processing Line #9564\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10067_MnJO_gd8Zug.aac extracted.\n",
      "Processing Line #9565\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10068_jGo-VX9F78s.aac extracted.\n",
      "Processing Line #9566\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10069_dYxZ9fzjBcs.aac extracted.\n",
      "Processing Line #9567\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10070_-SOPwBujmkk.aac extracted.\n",
      "Processing Line #9568\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10071_X4ytRldZBAw.aac extracted.\n",
      "Processing Line #9569\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10072_M0EqSY38wuk.aac extracted.\n",
      "Processing Line #9570\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10073_7-wg8hPoXik.aac extracted.\n",
      "Processing Line #9571\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10074_VPw2woNVyFA.aac extracted.\n",
      "Processing Line #9572\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10075_N7nB6azh4WI.aac extracted.\n",
      "Processing Line #9573\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10076_AEXZrI8TVJA.aac extracted.\n",
      "Processing Line #9574\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10077_1_dOjpjRcF8.aac extracted.\n",
      "Processing Line #9575\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10078_1tRRMUOI-PY.aac extracted.\n",
      "Processing Line #9576\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10079_gZ4HInbq7Is.aac extracted.\n",
      "Processing Line #9577\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10080_Q3vkal7B5fY.aac extracted.\n",
      "Processing Line #9578\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10081_K762aenl5EE.aac extracted.\n",
      "Processing Line #9579\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10082_3MidYCZfc6I.aac extracted.\n",
      "Processing Line #9580\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10083_dERtsjyjHus.aac extracted.\n",
      "Processing Line #9581\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10084_aoNjBZ7cnBE.aac extracted.\n",
      "Processing Line #9582\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10086_LntMAJRzPeA.aac extracted.\n",
      "Processing Line #9583\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10087_2wrQuWK_hCY.aac extracted.\n",
      "Processing Line #9584\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10088_S-zT3t0DzHI.aac extracted.\n",
      "Processing Line #9585\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10089_CjOT8bmPGww.aac extracted.\n",
      "Processing Line #9586\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10090_6OLkMHg4u9g.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9587\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10092_-FL5Ham2C-o.aac extracted.\n",
      "Processing Line #9588\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10093_M1UmIdglxeA.aac extracted.\n",
      "Processing Line #9589\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10094_50h8l9uZlJ4.aac extracted.\n",
      "Processing Line #9590\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10095_AFb0xD9kZ9E.aac extracted.\n",
      "Processing Line #9591\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10096_Az50Be5Rwz8.aac extracted.\n",
      "Processing Line #9592\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10097_2MY-1yRCIY0.aac extracted.\n",
      "Processing Line #9593\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10098_DpSeXaiu3QU.aac extracted.\n",
      "Processing Line #9594\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10099_DYK9wxYXK1U.aac extracted.\n",
      "Processing Line #9595\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10100_5bhFKVzLvyQ.aac extracted.\n",
      "Processing Line #9596\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10101_vSdX3qcFnFo.aac extracted.\n",
      "Processing Line #9597\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10102_ZpWOsnApvR0.aac extracted.\n",
      "Processing Line #9598\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10103_3VjPijSRH14.aac extracted.\n",
      "Processing Line #9599\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10104_AUXVC5NE7eo.aac extracted.\n",
      "Processing Line #9600\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10105_3iEhXH66-b4.aac extracted.\n",
      "Processing Line #9601\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10106_JnpTS7_A0dU.aac extracted.\n",
      "Processing Line #9602\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10107_sEu-PFdvk_c.aac extracted.\n",
      "Processing Line #9603\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10108_Ay1hu29VWig.aac extracted.\n",
      "Processing Line #9604\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10109_pOMFhtRo_gU.aac extracted.\n",
      "Processing Line #9605\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10110_Wm4GbzUUdL4.aac extracted.\n",
      "Processing Line #9606\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10111_EtYcuHmNP3w.aac extracted.\n",
      "Processing Line #9607\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10112_3qWDdaXRPws.aac extracted.\n",
      "Processing Line #9608\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10113_4kLtbrBU19c.aac extracted.\n",
      "Processing Line #9609\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10114_ZJsVXUDKHoY.aac extracted.\n",
      "Processing Line #9610\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10115_Alxn5Sff9PA.aac extracted.\n",
      "Processing Line #9611\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10116_3SiIgfc9RyA.aac extracted.\n",
      "Processing Line #9612\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10117_-lE61L_CfGk.aac extracted.\n",
      "Processing Line #9613\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10118_FMS7OHqw05M.aac extracted.\n",
      "Processing Line #9614\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10119_TFWyAfKXUGs.aac extracted.\n",
      "Processing Line #9615\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10120_I8ZKqlVB-yw.aac extracted.\n",
      "Processing Line #9616\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10121_c75JUb3pKpY.aac extracted.\n",
      "Processing Line #9617\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10122_0X9YHhl5m5w.aac extracted.\n",
      "Processing Line #9618\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10123_NZN6CZrhRu0.aac extracted.\n",
      "Processing Line #9619\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10125_CKLVtLTymZU.aac extracted.\n",
      "Processing Line #9620\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10126_TlngEsZr0e8.aac extracted.\n",
      "Processing Line #9621\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10127_q1tXda1q388.aac extracted.\n",
      "Processing Line #9622\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10128_Pr6qRy-pWuY.aac extracted.\n",
      "Processing Line #9623\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10129_P7ga_YDP_tY.aac extracted.\n",
      "Processing Line #9624\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10130_Sx4X-LLdhQ8.aac extracted.\n",
      "Processing Line #9625\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10131_8Q3Lazeug88.aac extracted.\n",
      "Processing Line #9626\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10132_7AF_Amjj3bk.aac extracted.\n",
      "Processing Line #9627\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10133_0VfSLH1v_54.aac extracted.\n",
      "Processing Line #9628\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10134_4I01wvwnJ2g.aac extracted.\n",
      "Processing Line #9629\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10135_8XalIJP9taw.aac extracted.\n",
      "Processing Line #9630\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10136_EYHeZElhyGA.aac extracted.\n",
      "Processing Line #9631\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10137_B0RqcrRL5uM.aac extracted.\n",
      "Processing Line #9632\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10138_FsrSw1PNlqQ.aac extracted.\n",
      "Processing Line #9633\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10139_XwTE_tjkUx0.aac extracted.\n",
      "Processing Line #9634\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10140_2gXcbkkIfJ0.aac extracted.\n",
      "Processing Line #9635\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10141_AgUlAqUly1s.aac extracted.\n",
      "Processing Line #9636\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10142_1lwL0FXlZNg.aac extracted.\n",
      "Processing Line #9637\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10143_7CFhY7k9zYs.aac extracted.\n",
      "Processing Line #9638\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10144_-JE4GYS63ak.aac extracted.\n",
      "Processing Line #9639\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10145_4qUgQ9_bafw.aac extracted.\n",
      "Processing Line #9640\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10146_72uxrQ_lHgc.aac extracted.\n",
      "Processing Line #9641\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10147_OxT_aD7Dy5M.aac extracted.\n",
      "Processing Line #9642\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10148_BZat9tyrUY4.aac extracted.\n",
      "Processing Line #9643\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10149_MBRkygg-Dwc.aac extracted.\n",
      "Processing Line #9644\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10150_4sHg9oJ4UoY.aac extracted.\n",
      "Processing Line #9645\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10151_Q4ph8Eyq2Pw.aac extracted.\n",
      "Processing Line #9646\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10152_wTn8EovDeZo.aac extracted.\n",
      "Processing Line #9647\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10153_Ap_5LmP3pt8.aac extracted.\n",
      "Processing Line #9648\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10154_7V02imVAkJM.aac extracted.\n",
      "Processing Line #9649\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10155_4w2VMA2pdYo.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9650\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10156_CLEWr0OzK1Y.aac extracted.\n",
      "Processing Line #9651\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10157_O06F1q3G1NY.aac extracted.\n",
      "Processing Line #9652\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10158_YeQzsjKDgKA.aac extracted.\n",
      "Processing Line #9653\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10159_EfDzm5wWWlo.aac extracted.\n",
      "Processing Line #9654\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10160_7PKgzOncT9Y.aac extracted.\n",
      "Processing Line #9655\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10161_7yPN1beC0KQ.aac extracted.\n",
      "Processing Line #9656\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10162_DrMRqJkrIxU.aac extracted.\n",
      "Processing Line #9657\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10163_xmeEaW8dtCI.aac extracted.\n",
      "Processing Line #9658\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10164_9yBJKrdPbdo.aac extracted.\n",
      "Processing Line #9659\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10165_MOltnGchzpw.aac extracted.\n",
      "Processing Line #9660\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10166__8ZR4r9pFbU.aac extracted.\n",
      "Processing Line #9661\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10167_THsmh9uOT-Q.aac extracted.\n",
      "Processing Line #9662\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10168_DKdrgNiidHA.aac extracted.\n",
      "Processing Line #9663\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10169_-U5wE-aUpxk.aac extracted.\n",
      "Processing Line #9664\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10170_HiS6tru5Qx4.aac extracted.\n",
      "Processing Line #9665\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10171_3Vnql2TQAuo.aac extracted.\n",
      "Processing Line #9666\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10172_7vGi1_tJBso.aac extracted.\n",
      "Processing Line #9667\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10173_RuIgUBubViI.aac extracted.\n",
      "Processing Line #9668\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10174_V4P30orTY48.aac extracted.\n",
      "Processing Line #9669\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10175_HgsV9wnY7QU.aac extracted.\n",
      "Processing Line #9670\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10176_P0Z3RQOoy18.aac extracted.\n",
      "Processing Line #9671\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10177_RkrMdG1vTE0.aac extracted.\n",
      "Processing Line #9672\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10178_Fir_sPHnSJs.aac extracted.\n",
      "Processing Line #9673\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10181_BdbC737QwNs.aac extracted.\n",
      "Processing Line #9674\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10182_FHIYW8rbGk4.aac extracted.\n",
      "Processing Line #9675\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10184_SHaPBFGWKb0.aac extracted.\n",
      "Processing Line #9676\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10185_3S2-TODd__k.aac extracted.\n",
      "Processing Line #9677\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10186_F2CvtjELOUA.aac extracted.\n",
      "Processing Line #9678\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10188_8XeUIsss1CU.aac extracted.\n",
      "Processing Line #9679\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10189_3kdUyByPSAg.aac extracted.\n",
      "Processing Line #9680\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10190_TX2xLcJgUko.aac extracted.\n",
      "Processing Line #9681\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10191_BlMI5KX7FiM.aac extracted.\n",
      "Processing Line #9682\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10192_KNlBWqMZs7o.aac extracted.\n",
      "Processing Line #9683\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10193_72Zx9wfDsC4.aac extracted.\n",
      "Processing Line #9684\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10194_PlRjUzAIQMw.aac extracted.\n",
      "Processing Line #9685\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10195_UBnfweIG1kE.aac extracted.\n",
      "Processing Line #9686\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10196_K6ViPwpKFbs.aac extracted.\n",
      "Processing Line #9687\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10197_Dvswo4Itcf0.aac extracted.\n",
      "Processing Line #9688\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10198_1zW61b4aiJw.aac extracted.\n",
      "Processing Line #9689\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10199_RyNP6399zm4.aac extracted.\n",
      "Processing Line #9690\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10201_kslp7w9LjqU.aac extracted.\n",
      "Processing Line #9691\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10202_Wey5TF_ARuo.aac extracted.\n",
      "Processing Line #9692\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10203_GdNIQCB-JYs.aac extracted.\n",
      "Processing Line #9693\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10204_B4_p50SzSJM.aac extracted.\n",
      "Processing Line #9694\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10205_8RvkjeXK9sg.aac extracted.\n",
      "Processing Line #9695\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10206_TKWsOBOZFX0.aac extracted.\n",
      "Processing Line #9696\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10207_U4uIe0aCkF4.aac extracted.\n",
      "Processing Line #9697\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10208_UDUpmQG0gKo.aac extracted.\n",
      "Processing Line #9698\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10209_3HYAhvqQzxQ.aac extracted.\n",
      "Processing Line #9699\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10210_0s-UAhRtq64.aac extracted.\n",
      "Processing Line #9700\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10211_AKA485F1L-k.aac extracted.\n",
      "Processing Line #9701\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10212_2EneJuawRS0.aac extracted.\n",
      "Processing Line #9702\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10213_BdyW2V6LYeM.aac extracted.\n",
      "Processing Line #9703\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10214_CLsLyHdISr4.aac extracted.\n",
      "Processing Line #9704\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10216_AfFiQ5Escsc.aac extracted.\n",
      "Processing Line #9705\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10217_Fsk5Tprlmw4.aac extracted.\n",
      "Processing Line #9706\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10218_Dr-lVIii6rw.aac extracted.\n",
      "Processing Line #9707\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10219_0PTKWyGio7M.aac extracted.\n",
      "Processing Line #9708\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10220_PmKJfZCj7l8.aac extracted.\n",
      "Processing Line #9709\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10222_7Ov1bh9BGJ0.aac extracted.\n",
      "Processing Line #9710\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10223_AiAwMWUy-rg.aac extracted.\n",
      "Processing Line #9711\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10224_5FrU7ZBv7Z8.aac extracted.\n",
      "Processing Line #9712\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10225_D34F7gT6wyk.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9713\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10226_R-o4_jIh6xQ.aac extracted.\n",
      "Processing Line #9714\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10228_MCTAYvbXrQg.aac extracted.\n",
      "Processing Line #9715\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10229_ObSTByZs0qk.aac extracted.\n",
      "Processing Line #9716\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10230_6d29DsPVD4g.aac extracted.\n",
      "Processing Line #9717\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10231_R447UZWWRLU.aac extracted.\n",
      "Processing Line #9718\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10232_SodNs6CLaIU.aac extracted.\n",
      "Processing Line #9719\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10233_HF6MDyh2quo.aac extracted.\n",
      "Processing Line #9720\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10234_YUYDi4iTgRU.aac extracted.\n",
      "Processing Line #9721\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10235_3IgRUF115ns.aac extracted.\n",
      "Processing Line #9722\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10236_48s3LHjsthU.aac extracted.\n",
      "Processing Line #9723\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10237_YMDuoiSY9ms.aac extracted.\n",
      "Processing Line #9724\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10238_3UTE6J6V_40.aac extracted.\n",
      "Processing Line #9725\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10239_8MH-dDKpIyE.aac extracted.\n",
      "Processing Line #9726\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10240__iIFv91hlUg.aac extracted.\n",
      "Processing Line #9727\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10242_iX9MYQI2NJo.aac extracted.\n",
      "Processing Line #9728\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10243_zeezHBPQES0.aac extracted.\n",
      "Processing Line #9729\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10244_Z0OELagWfAk.aac extracted.\n",
      "Processing Line #9730\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10245_mdXjW2T0tiw.aac extracted.\n",
      "Processing Line #9731\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10246_9erdc_uxCks.aac extracted.\n",
      "Processing Line #9732\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10247_D9_lDm2ZwJI.aac extracted.\n",
      "Processing Line #9733\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10248_H6UKAZsGMPE.aac extracted.\n",
      "Processing Line #9734\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10249_1L5OSIHGRXA.aac extracted.\n",
      "Processing Line #9735\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10250_GkXxK-D_aM0.aac extracted.\n",
      "Processing Line #9736\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10251_MAqv3qqXa1I.aac extracted.\n",
      "Processing Line #9737\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10252_R6UH2A3IHfc.aac extracted.\n",
      "Processing Line #9738\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10253_JBWJQCS4SvA.aac extracted.\n",
      "Processing Line #9739\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10254_2mOXYX53Lrs.aac extracted.\n",
      "Processing Line #9740\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10255_BRk4z0QEe70.aac extracted.\n",
      "Processing Line #9741\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10256_RH-hlDr19mA.aac extracted.\n",
      "Processing Line #9742\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10257_-ZMAmXHkEOc.aac extracted.\n",
      "Processing Line #9743\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10258_KtrHw795WNo.aac extracted.\n",
      "Processing Line #9744\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10259_26RwzvqsXUM.aac extracted.\n",
      "Processing Line #9745\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10260_NDwGLFbRxFs.aac extracted.\n",
      "Processing Line #9746\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10261_5Ibq9R85jdI.aac extracted.\n",
      "Processing Line #9747\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10262_2hCocc7I4_I.aac extracted.\n",
      "Processing Line #9748\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10263_LqwzKfUY2zM.aac extracted.\n",
      "Processing Line #9749\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10264_DGnmw46vOos.aac extracted.\n",
      "Processing Line #9750\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10265_C9z13FfNJK4.aac extracted.\n",
      "Processing Line #9751\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10266_82hA5ZOHX-k.aac extracted.\n",
      "Processing Line #9752\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10267_ZgsYxwmjQhs.aac extracted.\n",
      "Processing Line #9753\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10268_HeEa1GZpUGI.aac extracted.\n",
      "Processing Line #9754\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10269_xWYukaz94XQ.aac extracted.\n",
      "Processing Line #9755\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10270_BPptenn6CWc.aac extracted.\n",
      "Processing Line #9756\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10271_3EAw94emTJU.aac extracted.\n",
      "Processing Line #9757\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10272_G5DON9PJ74c.aac extracted.\n",
      "Processing Line #9758\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10274_5tc9Po5Bxbs.aac extracted.\n",
      "Processing Line #9759\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10275_cuUkl2BJlx0.aac extracted.\n",
      "Processing Line #9760\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10276_U_hCUuJzRDc.aac extracted.\n",
      "Processing Line #9761\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10277_9sH3GkBYOoA.aac extracted.\n",
      "Processing Line #9762\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10278_aDPb0fgh_cM.aac extracted.\n",
      "Processing Line #9763\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10279_iDKZ8okmx40.aac extracted.\n",
      "Processing Line #9764\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10280_-H9M6cZGd18.aac extracted.\n",
      "Processing Line #9765\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10281_6gjEfKUINHo.aac extracted.\n",
      "Processing Line #9766\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10282_0u9EMJBBohc.aac extracted.\n",
      "Processing Line #9767\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10283_mbDPv1AurqA.aac extracted.\n",
      "Processing Line #9768\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10284_4FMSfHqS6AY.aac extracted.\n",
      "Processing Line #9769\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10285_7RCK5lQf3Rs.aac extracted.\n",
      "Processing Line #9770\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10286_5ZpWRCiORfU.aac extracted.\n",
      "Processing Line #9771\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10287_4aBqmRfuV8A.aac extracted.\n",
      "Processing Line #9772\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10288_GxmQfJhAEn8.aac extracted.\n",
      "Processing Line #9773\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10289_WlQyqZ-myu8.aac extracted.\n",
      "Processing Line #9774\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10290_1maj6GPhivc.aac extracted.\n",
      "Processing Line #9775\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10291_3ZZ9QqKtfpU.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9776\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10292_0_WH58kFahQ.aac extracted.\n",
      "Processing Line #9777\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10293_8SSmaIpwTH8.aac extracted.\n",
      "Processing Line #9778\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10294_f0J9Y29GWGo.aac extracted.\n",
      "Processing Line #9779\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10295_TmPholcywbM.aac extracted.\n",
      "Processing Line #9780\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10296_CsVIXn4etk4.aac extracted.\n",
      "Processing Line #9781\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10297_CbycqmUtIBk.aac extracted.\n",
      "Processing Line #9782\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10298_PvcQ7wAqPoc.aac extracted.\n",
      "Processing Line #9783\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10300_DAWjXKiqEKM.aac extracted.\n",
      "Processing Line #9784\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10301_42WFam5wBvE.aac extracted.\n",
      "Processing Line #9785\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10302__G2se_i1dv4.aac extracted.\n",
      "Processing Line #9786\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10303_Nwwld2DW870.aac extracted.\n",
      "Processing Line #9787\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10304_8UWYe4dMcmw.aac extracted.\n",
      "Processing Line #9788\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10305_LwWuR3-Y4Go.aac extracted.\n",
      "Processing Line #9789\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10306_7rqBQSgeX78.aac extracted.\n",
      "Processing Line #9790\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10307_YUuUAkFqR10.aac extracted.\n",
      "Processing Line #9791\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10308_I5ASp4YgYO8.aac extracted.\n",
      "Processing Line #9792\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10309_Bw07LQpJQCk.aac extracted.\n",
      "Processing Line #9793\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10310_NgwDCs4SGI0.aac extracted.\n",
      "Processing Line #9794\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10311_QZvayzlHB00.aac extracted.\n",
      "Processing Line #9795\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10312_FfhtdxBVE9M.aac extracted.\n",
      "Processing Line #9796\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10313_NvrHo7-Vaow.aac extracted.\n",
      "Processing Line #9797\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10314_s0opSNxeiSY.aac extracted.\n",
      "Processing Line #9798\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10315_W0sOGX5da9Q.aac extracted.\n",
      "Processing Line #9799\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10316_12ZahZAmPcc.aac extracted.\n",
      "Processing Line #9800\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10317_yn5T-yZo2UQ.aac extracted.\n",
      "Processing Line #9801\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10318_CJQjUvd7Ck4.aac extracted.\n",
      "Processing Line #9802\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10319_8vSAlRb_sHk.aac extracted.\n",
      "Processing Line #9803\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10320_bQP3zmPLXl4.aac extracted.\n",
      "Processing Line #9804\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10321_6dEZehrTy4o.aac extracted.\n",
      "Processing Line #9805\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10322_RIF75FsxLxA.aac extracted.\n",
      "Processing Line #9806\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10323_70ZEmk2sjwQ.aac extracted.\n",
      "Processing Line #9807\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10324_S7YTK2zXIvM.aac extracted.\n",
      "Processing Line #9808\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10325_8XQRHqOtKwY.aac extracted.\n",
      "Processing Line #9809\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10328_A4ZzGpntb9U.aac extracted.\n",
      "Processing Line #9810\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10329_Eik110jx77Q.aac extracted.\n",
      "Processing Line #9811\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10330_AFWT_W2ND1M.aac extracted.\n",
      "Processing Line #9812\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10331_WZn-JKA67d4.aac extracted.\n",
      "Processing Line #9813\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10332_2IgeNiGaow8.aac extracted.\n",
      "Processing Line #9814\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10333_3VzUjZdZEnU.aac extracted.\n",
      "Processing Line #9815\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10334_2fL5siV9BUA.aac extracted.\n",
      "Processing Line #9816\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10336_0XzGZXpgfFg.aac extracted.\n",
      "Processing Line #9817\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10337_CbjwG807kC8.aac extracted.\n",
      "Processing Line #9818\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10338_SF5ouPgGFyU.aac extracted.\n",
      "Processing Line #9819\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10339_4KSCrlTmY-c.aac extracted.\n",
      "Processing Line #9820\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10340_HGfL0mN2uS4.aac extracted.\n",
      "Processing Line #9821\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10342_-iLNkGemOS8.aac extracted.\n",
      "Processing Line #9822\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10343_RaDl61cvMjI.aac extracted.\n",
      "Processing Line #9823\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10344_YT6r9dpcayE.aac extracted.\n",
      "Processing Line #9824\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10345_JD3kBSgoCoY.aac extracted.\n",
      "Processing Line #9825\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10346_ES8tYo6IYOg.aac extracted.\n",
      "Processing Line #9826\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10347_6zDc7SHSVR8.aac extracted.\n",
      "Processing Line #9827\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10348_JAW3NBWVC80.aac extracted.\n",
      "Processing Line #9828\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10349_4LXQWqermgo.aac extracted.\n",
      "Processing Line #9829\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10350_MXMQQZlI1u0.aac extracted.\n",
      "Processing Line #9830\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10351_7L_fNIQu1LA.aac extracted.\n",
      "Processing Line #9831\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10352_ey10rW8Q4_k.aac extracted.\n",
      "Processing Line #9832\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10353_LNSNVGgawIw.aac extracted.\n",
      "Processing Line #9833\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10354_GvQ6CXvUo2A.aac extracted.\n",
      "Processing Line #9834\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10355_CmR1sNYsGZ0.aac extracted.\n",
      "Processing Line #9835\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10356_ADCLBFBA1yo.aac extracted.\n",
      "Processing Line #9836\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10357_FvwbtBOP0pc.aac extracted.\n",
      "Processing Line #9837\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10358_Il4ZJU-C7Sw.aac extracted.\n",
      "Processing Line #9838\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10359_FcDxYOl8_wo.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9839\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10360_7n_Xfc4P4C0.aac extracted.\n",
      "Processing Line #9840\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10362_UOtVGjTvkTQ.aac extracted.\n",
      "Processing Line #9841\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10363_fa9PkZ0XBPU.aac extracted.\n",
      "Processing Line #9842\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10364_dyxxaS4xC20.aac extracted.\n",
      "Processing Line #9843\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10366_ebilq6k9Duo.aac extracted.\n",
      "Processing Line #9844\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10368_hGjr7uyC3RA.aac extracted.\n",
      "Processing Line #9845\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10369_SHMwQJXNqAI.aac extracted.\n",
      "Processing Line #9846\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10371_PH9y6ggY5wo.aac extracted.\n",
      "Processing Line #9847\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10372_4kEtWuO9WAg.aac extracted.\n",
      "Processing Line #9848\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10373_XR-_2BBGo5c.aac extracted.\n",
      "Processing Line #9849\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10374_5oAPw04qtFE.aac extracted.\n",
      "Processing Line #9850\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10376_I_WDtw-prDw.aac extracted.\n",
      "Processing Line #9851\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10377_XIY6CQmeMBo.aac extracted.\n",
      "Processing Line #9852\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10378_4bmM0GVuFS8.aac extracted.\n",
      "Processing Line #9853\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10380_EuyXfM_1wqU.aac extracted.\n",
      "Processing Line #9854\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10381_M5Wrahs2-EQ.aac extracted.\n",
      "Processing Line #9855\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10382_HzRni-2UrIw.aac extracted.\n",
      "Processing Line #9856\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10383_PTiw60aPXV8.aac extracted.\n",
      "Processing Line #9857\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10384_Gw1ioIGn9A4.aac extracted.\n",
      "Processing Line #9858\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10385_8cXutWVRbgM.aac extracted.\n",
      "Processing Line #9859\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10386_fPEc43qW4_s.aac extracted.\n",
      "Processing Line #9860\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10387_Tzvlv_JnGr0.aac extracted.\n",
      "Processing Line #9861\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10388_gCzT4KTMpuE.aac extracted.\n",
      "Processing Line #9862\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10389_DmFS1Cff7JU.aac extracted.\n",
      "Processing Line #9863\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10390_AtHRdDMiaNk.aac extracted.\n",
      "Processing Line #9864\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10391_SFWqEhVmZdk.aac extracted.\n",
      "Processing Line #9865\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10392_OUObuU1nby0.aac extracted.\n",
      "Processing Line #9866\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10393_Bi89EpRlIu4.aac extracted.\n",
      "Processing Line #9867\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10394_Pabk-CACV-c.aac extracted.\n",
      "Processing Line #9868\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10395_BAveDSIV-TI.aac extracted.\n",
      "Processing Line #9869\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10396_QiNDkRPFvEA.aac extracted.\n",
      "Processing Line #9870\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10397_NVL9JjGQNmA.aac extracted.\n",
      "Processing Line #9871\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10398_ETDD8XQKi00.aac extracted.\n",
      "Processing Line #9872\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10401_Ch0LMmhBUg4.aac extracted.\n",
      "Processing Line #9873\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10402_Avjq9xhR9aQ.aac extracted.\n",
      "Processing Line #9874\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10403_5x120TVY0hY.aac extracted.\n",
      "Processing Line #9875\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10404_EB7aUeQ75fk.aac extracted.\n",
      "Processing Line #9876\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10405_7vDmfZkTs6U.aac extracted.\n",
      "Processing Line #9877\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10406_JYKXXo0Bxcc.aac extracted.\n",
      "Processing Line #9878\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10407_a6l9jwqEnPU.aac extracted.\n",
      "Processing Line #9879\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10408_Hykx09MWBh0.aac extracted.\n",
      "Processing Line #9880\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10409_Cl6F_NZL964.aac extracted.\n",
      "Processing Line #9881\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10410_2jyQeYFdliw.aac extracted.\n",
      "Processing Line #9882\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10411_RE_uqCaQkts.aac extracted.\n",
      "Processing Line #9883\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10412_Soz5BSMjjMM.aac extracted.\n",
      "Processing Line #9884\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10413_4lOPiAdOrKc.aac extracted.\n",
      "Processing Line #9885\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10414_h4PCmd_N8TE.aac extracted.\n",
      "Processing Line #9886\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10415_m9PfnCqbKCU.aac extracted.\n",
      "Processing Line #9887\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10416_Tjw9-Ep6Q-o.aac extracted.\n",
      "Processing Line #9888\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10417_SdDs71go-s8.aac extracted.\n",
      "Processing Line #9889\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10418_UWMVWZwDxzM.aac extracted.\n",
      "Processing Line #9890\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10419_0agMSdf3pAY.aac extracted.\n",
      "Processing Line #9891\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10420_FaRS4W3EbWo.aac extracted.\n",
      "Processing Line #9892\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10421_9h_gKuQEggk.aac extracted.\n",
      "Processing Line #9893\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10422_8-4H2OqSqBE.aac extracted.\n",
      "Processing Line #9894\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10423_9_ww1EvZscE.aac extracted.\n",
      "Processing Line #9895\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10424_VRN5-PO-IEc.aac extracted.\n",
      "Processing Line #9896\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10425_GLkcC_hdMGs.aac extracted.\n",
      "Processing Line #9897\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10426_CVOSvaWIajQ.aac extracted.\n",
      "Processing Line #9898\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10427_2mRVzoEMlRM.aac extracted.\n",
      "Processing Line #9899\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10428_Cb1i5ewiD3g.aac extracted.\n",
      "Processing Line #9900\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10429_5jQLK4Z1EH4.aac extracted.\n",
      "Processing Line #9901\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10430_dQN49WyFzJA.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9902\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10431_ZhTG0UdBRHw.aac extracted.\n",
      "Processing Line #9903\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10432_YBHcBH9TDTY.aac extracted.\n",
      "Processing Line #9904\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10433_HSSFxmHewxg.aac extracted.\n",
      "Processing Line #9905\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10434_JVHDQX86sl4.aac extracted.\n",
      "Processing Line #9906\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10435_hig4_Vpi2J0.aac extracted.\n",
      "Processing Line #9907\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10436__9QqX84pNE4.aac extracted.\n",
      "Processing Line #9908\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10437_693lIR7ILaA.aac extracted.\n",
      "Processing Line #9909\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10438_VJsPPXDmOoY.aac extracted.\n",
      "Processing Line #9910\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10439_CpXGFf7J-M8.aac extracted.\n",
      "Processing Line #9911\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10440_Vch-_aMqyTw.aac extracted.\n",
      "Processing Line #9912\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10442_UyapMbnfkuY.aac extracted.\n",
      "Processing Line #9913\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10443_IdqeWrF6xzM.aac extracted.\n",
      "Processing Line #9914\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10444_DAv-2omN-qs.aac extracted.\n",
      "Processing Line #9915\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10445_2ehs70MWQTs.aac extracted.\n",
      "Processing Line #9916\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10446_WiiYBH91SA8.aac extracted.\n",
      "Processing Line #9917\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10447_6pg2mPS3MbU.aac extracted.\n",
      "Processing Line #9918\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10448_I5zuDu7m8Go.aac extracted.\n",
      "Processing Line #9919\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10449_9nl5efDTp0g.aac extracted.\n",
      "Processing Line #9920\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10450_VPk6RECOfVw.aac extracted.\n",
      "Processing Line #9921\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10451_czy4a31hnHY.aac extracted.\n",
      "Processing Line #9922\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10452_WzszMgvKHgo.aac extracted.\n",
      "Processing Line #9923\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10453_VV2GeER66qg.aac extracted.\n",
      "Processing Line #9924\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10454_5RK2e4Pj1QQ.aac extracted.\n",
      "Processing Line #9925\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10455_Oueq_RqjeDE.aac extracted.\n",
      "Processing Line #9926\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10456_7dIIVzcYhD4.aac extracted.\n",
      "Processing Line #9927\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10457_DNUmAGVNSbQ.aac extracted.\n",
      "Processing Line #9928\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10458_KivU5_ghnTM.aac extracted.\n",
      "Processing Line #9929\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10459_6AQJEXG7yOw.aac extracted.\n",
      "Processing Line #9930\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10460_3erYuM7Hvaw.aac extracted.\n",
      "Processing Line #9931\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10461_MG8qUstCgas.aac extracted.\n",
      "Processing Line #9932\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10462_X5WQtyLhzPI.aac extracted.\n",
      "Processing Line #9933\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10463_pJOh8rIOoaY.aac extracted.\n",
      "Processing Line #9934\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10464_LzdnD5wW3AM.aac extracted.\n",
      "Processing Line #9935\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10465_9fgg0OSZ9VM.aac extracted.\n",
      "Processing Line #9936\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10466_P3IT7WZaNfg.aac extracted.\n",
      "Processing Line #9937\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10467_GmDE6L2HSp0.aac extracted.\n",
      "Processing Line #9938\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10468_QmvBY75JFj0.aac extracted.\n",
      "Processing Line #9939\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10469_4QqyN2_j47k.aac extracted.\n",
      "Processing Line #9940\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10470_WlRPxkSoI30.aac extracted.\n",
      "Processing Line #9941\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10471_gw-_yYCsyEY.aac extracted.\n",
      "Processing Line #9942\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10472_Nu2RnUp3-yw.aac extracted.\n",
      "Processing Line #9943\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10473_OXflN8v08NE.aac extracted.\n",
      "Processing Line #9944\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10474_4U9MGrh1NG0.aac extracted.\n",
      "Processing Line #9945\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10475_GiFC_Ylq4uU.aac extracted.\n",
      "Processing Line #9946\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10476_9IpTBhJnkPo.aac extracted.\n",
      "Processing Line #9947\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10477_m2tYRtj0cfY.aac extracted.\n",
      "Processing Line #9948\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10478_5VYp487ekZs.aac extracted.\n",
      "Processing Line #9949\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10479_9Tc_YtdnqN8.aac extracted.\n",
      "Processing Line #9950\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10480_rAoFLN66BA8.aac extracted.\n",
      "Processing Line #9951\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10481_Y3vK7x33AUg.aac extracted.\n",
      "Processing Line #9952\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10482_0GvBU6AusAU.aac extracted.\n",
      "Processing Line #9953\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10483_Kovg7t2111w.aac extracted.\n",
      "Processing Line #9954\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10484_FzxFcKPvfS4.aac extracted.\n",
      "Processing Line #9955\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10485_yHXdd68ARSU.aac extracted.\n",
      "Processing Line #9956\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10486_DtzKl-PH_Uk.aac extracted.\n",
      "Processing Line #9957\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10488_IWNoGcaZ2vo.aac extracted.\n",
      "Processing Line #9958\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10489_VjTJPWGTVq4.aac extracted.\n",
      "Processing Line #9959\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10490_XPzRQ0RbeOc.aac extracted.\n",
      "Processing Line #9960\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10491_FhmrdjpWGBM.aac extracted.\n",
      "Processing Line #9961\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10492_-OS493QXoO0.aac extracted.\n",
      "Processing Line #9962\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10493_3Qta6wU9kwU.aac extracted.\n",
      "Processing Line #9963\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10494_tdITihJUx4U.aac extracted.\n",
      "Processing Line #9964\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10495_XcLID_E_yk4.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #9965\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10496_O1_gQ3I6oZE.aac extracted.\n",
      "Processing Line #9966\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10497_TAhX_PzLvn4.aac extracted.\n",
      "Processing Line #9967\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10498_AR27ruOTv4c.aac extracted.\n",
      "Processing Line #9968\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10499_Ki-YvGkAfWw.aac extracted.\n",
      "Processing Line #9969\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10500_7261vd_Nw5o.aac extracted.\n",
      "Processing Line #9970\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10501_QZ6-Yjm5MjU.aac extracted.\n",
      "Processing Line #9971\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10502_2XuniW0ibIk.aac extracted.\n",
      "Processing Line #9972\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10503_JAdeBeq0jTQ.aac extracted.\n",
      "Processing Line #9973\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10504_Gkf0sidKNpI.aac extracted.\n",
      "Processing Line #9974\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10505_3xRTyu4ZG2A.aac extracted.\n",
      "Processing Line #9975\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10506_JWP1hX23-10.aac extracted.\n",
      "Processing Line #9976\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10508_FBoBy_vJwQY.aac extracted.\n",
      "Processing Line #9977\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10509__d2ZKVpKsNw.aac extracted.\n",
      "Processing Line #9978\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10510_ijjqKba7kJY.aac extracted.\n",
      "Processing Line #9979\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10511_TUMJ3c8_LLg.aac extracted.\n",
      "Processing Line #9980\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10512_BWkBFv6Gu6g.aac extracted.\n",
      "Processing Line #9981\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10513_AJ5EhUVP19g.aac extracted.\n",
      "Processing Line #9982\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10514_K2JeQDpUtMo.aac extracted.\n",
      "Processing Line #9983\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10515_erztWiVn-Tg.aac extracted.\n",
      "Processing Line #9984\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10516_0n4ynzCClus.aac extracted.\n",
      "Processing Line #9985\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10517_3zCK2pKU4yg.aac extracted.\n",
      "Processing Line #9986\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10518_7bs-jbtF_Ss.aac extracted.\n",
      "Processing Line #9987\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10520_PQpyg25TWUM.aac extracted.\n",
      "Processing Line #9988\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10521_1O_b5DQZGB0.aac extracted.\n",
      "Processing Line #9989\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10522_6ApveqsxRso.aac extracted.\n",
      "Processing Line #9990\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10523_PQo02TgWdnw.aac extracted.\n",
      "Processing Line #9991\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10525_RgVuotjNBt0.aac extracted.\n",
      "Processing Line #9992\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10526_KJzJ8wEx2NU.aac extracted.\n",
      "Processing Line #9993\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10527_bx8n7L04lT8.aac extracted.\n",
      "Processing Line #9994\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10528_ZH0mhG-goSA.aac extracted.\n",
      "Processing Line #9995\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10529_LIpV6I66Rho.aac extracted.\n",
      "Processing Line #9996\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10530_BKTiCCMTI6g.aac extracted.\n",
      "Processing Line #9997\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10531_ux1va9yk-AA.aac extracted.\n",
      "Processing Line #9998\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10532_MjCXkVaj6SM.aac extracted.\n",
      "Processing Line #9999\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10533_A6mSPmY_cSA.aac extracted.\n",
      "Processing Line #10000\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10534_4Gc5uPscazo.aac extracted.\n",
      "Processing Line #10001\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10535_Ym24hdlzBBQ.aac extracted.\n",
      "Processing Line #10002\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10536_MABry58TeNs.aac extracted.\n",
      "Processing Line #10003\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10537_JH99_yxVnEQ.aac extracted.\n",
      "Processing Line #10004\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10538_BDue_2Y7brI.aac extracted.\n",
      "Processing Line #10005\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10539_9t4PSsRS6eg.aac extracted.\n",
      "Processing Line #10006\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10540_h_DRoBIlOwk.aac extracted.\n",
      "Processing Line #10007\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10541_7pc3c5ZGbwo.aac extracted.\n",
      "Processing Line #10008\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10542_SSZEzFcbTnM.aac extracted.\n",
      "Processing Line #10009\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10543_WOouCzByGLk.aac extracted.\n",
      "Processing Line #10010\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10544__ngBy0BkDr8.aac extracted.\n",
      "Processing Line #10011\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10545_Ka5MRFMnbJU.aac extracted.\n",
      "Processing Line #10012\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10547_4E5PT8rG56o.aac extracted.\n",
      "Processing Line #10013\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10548_FQcwXIE6k4o.aac extracted.\n",
      "Processing Line #10014\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10549_FMnFYLZy1Jk.aac extracted.\n",
      "Processing Line #10015\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10550_HwvTuMcJ-2s.aac extracted.\n",
      "Processing Line #10016\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10551_Mxyqr8BVVTA.aac extracted.\n",
      "Processing Line #10017\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10552_QzUqxrcTMzA.aac extracted.\n",
      "Processing Line #10018\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10553_08UiJeS6sy8.aac extracted.\n",
      "Processing Line #10019\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10554_TmLrqd7tm8A.aac extracted.\n",
      "Processing Line #10020\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10555_WX_w_lXoTbU.aac extracted.\n",
      "Processing Line #10021\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10556_EBC4O9aoyLA.aac extracted.\n",
      "Processing Line #10022\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10557_Y1uSUOGSbU8.aac extracted.\n",
      "Processing Line #10023\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10558_AL5CKtbwtRw.aac extracted.\n",
      "Processing Line #10024\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10559_Qd62aqrPWlw.aac extracted.\n",
      "Processing Line #10025\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10561_CvFtNE1eLG4.aac extracted.\n",
      "Processing Line #10026\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10562_qhelwgBo-Rw.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10027\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10563_aXzlpc3Hs6E.aac extracted.\n",
      "Processing Line #10028\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10564_BjA84Mq6m-c.aac extracted.\n",
      "Processing Line #10029\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10565_HEJPKEKRq6w.aac extracted.\n",
      "Processing Line #10030\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10567_RDAlTVRthxc.aac extracted.\n",
      "Processing Line #10031\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10568_NH78rEz21AQ.aac extracted.\n",
      "Processing Line #10032\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10569_1f4mp65fpyE.aac extracted.\n",
      "Processing Line #10033\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10570_4LVTvY9GD1E.aac extracted.\n",
      "Processing Line #10034\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10571_MdYKu4iz2po.aac extracted.\n",
      "Processing Line #10035\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10572_AGZwTjYzyc8.aac extracted.\n",
      "Processing Line #10036\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10573_EF6tf-DDVdQ.aac extracted.\n",
      "Processing Line #10037\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10574_PbJMYYtiNSY.aac extracted.\n",
      "Processing Line #10038\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10575_YkjgdybM7pM.aac extracted.\n",
      "Processing Line #10039\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10576_9LDB-4dgwXQ.aac extracted.\n",
      "Processing Line #10040\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10577_QITpLYn7Wq0.aac extracted.\n",
      "Processing Line #10041\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10578_24tFcX0eJ48.aac extracted.\n",
      "Processing Line #10042\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10579_YaeTA_dzjX0.aac extracted.\n",
      "Processing Line #10043\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10580_gw54HbVJzrM.aac extracted.\n",
      "Processing Line #10044\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10581_7raHBAx3dJ8.aac extracted.\n",
      "Processing Line #10045\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10582_QFCpZ4ygdkE.aac extracted.\n",
      "Processing Line #10046\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10583_5nTG6AhN3hU.aac extracted.\n",
      "Processing Line #10047\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10584_C8Ser-HjoiQ.aac extracted.\n",
      "Processing Line #10048\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10585_Yl9CAZEXwP0.aac extracted.\n",
      "Processing Line #10049\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10586_PxZMJckapmg.aac extracted.\n",
      "Processing Line #10050\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10587_K6zjfKm6x00.aac extracted.\n",
      "Processing Line #10051\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10588_Dmn9ZrQiVcc.aac extracted.\n",
      "Processing Line #10052\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10589_PiiKMlFQKW0.aac extracted.\n",
      "Processing Line #10053\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10591_0YSmku62IKM.aac extracted.\n",
      "Processing Line #10054\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10592_Vyf_ONEmnwA.aac extracted.\n",
      "Processing Line #10055\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10593_8mbcwQgaR30.aac extracted.\n",
      "Processing Line #10056\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10594_S9IBf7BcwwQ.aac extracted.\n",
      "Processing Line #10057\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10595_S76Slfh1u0Q.aac extracted.\n",
      "Processing Line #10058\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10596_OYFv_bivSHc.aac extracted.\n",
      "Processing Line #10059\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10597_BQmPnj6pcTw.aac extracted.\n",
      "Processing Line #10060\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10598_aAeC6MmRhk0.aac extracted.\n",
      "Processing Line #10061\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10599_BSTqed2tU3A.aac extracted.\n",
      "Processing Line #10062\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10600_1snmtHUyGF8.aac extracted.\n",
      "Processing Line #10063\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10601_BsMI1OUPT7M.aac extracted.\n",
      "Processing Line #10064\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10602_YEYkpTZQpJ4.aac extracted.\n",
      "Processing Line #10065\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10603_Vu2n2E3BBEI.aac extracted.\n",
      "Processing Line #10066\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10604__QY2OaJqvfk.aac extracted.\n",
      "Processing Line #10067\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10605_5vhN4tN5Cus.aac extracted.\n",
      "Processing Line #10068\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10606_VTde8U0MCgI.aac extracted.\n",
      "Processing Line #10069\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10607_2GbWiLRP7j4.aac extracted.\n",
      "Processing Line #10070\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10608_8r9sXl6-0zw.aac extracted.\n",
      "Processing Line #10071\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10609_BCM3JyV3-00.aac extracted.\n",
      "Processing Line #10072\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10610_5VKB-LZNTEQ.aac extracted.\n",
      "Processing Line #10073\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10611_PO8Nu3F8mkA.aac extracted.\n",
      "Processing Line #10074\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10612_2Kv7Z6afKak.aac extracted.\n",
      "Processing Line #10075\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10613_95drPSGbM0Y.aac extracted.\n",
      "Processing Line #10076\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10614_6OKZIXzmOmU.aac extracted.\n",
      "Processing Line #10077\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10615_WPKapW2r-AE.aac extracted.\n",
      "Processing Line #10078\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10616_0qbHT34qTZE.aac extracted.\n",
      "Processing Line #10079\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10617_DxmqLo1DLeU.aac extracted.\n",
      "Processing Line #10080\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10618_AaV1gpBrz1E.aac extracted.\n",
      "Processing Line #10081\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10619_5ulk-EMH2TE.aac extracted.\n",
      "Processing Line #10082\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10621_JiFXc2xUQhQ.aac extracted.\n",
      "Processing Line #10083\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10622_dJTcWEdD7fg.aac extracted.\n",
      "Processing Line #10084\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10623_9ybd-qoGNU0.aac extracted.\n",
      "Processing Line #10085\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10624_KtLL_mTnm2Y.aac extracted.\n",
      "Processing Line #10086\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10625_cc6QxOCUzRc.aac extracted.\n",
      "Processing Line #10087\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10626_9uEWLK1BSec.aac extracted.\n",
      "Processing Line #10088\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10628_L-ebrzEFLZA.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10089\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10629_8VHNbRSR6uQ.aac extracted.\n",
      "Processing Line #10090\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10630_TEWRI1-USjw.aac extracted.\n",
      "Processing Line #10091\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10631_Rc7rHdHPwGw.aac extracted.\n",
      "Processing Line #10092\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10632_EVuvZVcAlRU.aac extracted.\n",
      "Processing Line #10093\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10633_KXeJqxvoCo4.aac extracted.\n",
      "Processing Line #10094\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10635_VLD5hqeCfwk.aac extracted.\n",
      "Processing Line #10095\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10636_SehKhHK6PN4.aac extracted.\n",
      "Processing Line #10096\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10637_-1Hu_O-dosg.aac extracted.\n",
      "Processing Line #10097\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10639_sSLtn9dAEdM.aac extracted.\n",
      "Processing Line #10098\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10640__hU_iivyBaA.aac extracted.\n",
      "Processing Line #10099\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10641_Iy0lDuObCW8.aac extracted.\n",
      "Processing Line #10100\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10642_LFOA_mphwHY.aac extracted.\n",
      "Processing Line #10101\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10643_H-zwfSLwCVA.aac extracted.\n",
      "Processing Line #10102\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10644_O8x_epyvbZw.aac extracted.\n",
      "Processing Line #10103\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10645_FszI0WsAr4w.aac extracted.\n",
      "Processing Line #10104\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10646_TsPGrnA8dfo.aac extracted.\n",
      "Processing Line #10105\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10647_QWXQGf5kSxg.aac extracted.\n",
      "Processing Line #10106\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10648_QoEal_hKz4Q.aac extracted.\n",
      "Processing Line #10107\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10649_9oOIUpEl4Is.aac extracted.\n",
      "Processing Line #10108\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10650_MKRiYV_cpw0.aac extracted.\n",
      "Processing Line #10109\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10651_d888-BHkAXI.aac extracted.\n",
      "Processing Line #10110\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10652_OaBlRMIC2LA.aac extracted.\n",
      "Processing Line #10111\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10653_E-WVpczwiDs.aac extracted.\n",
      "Processing Line #10112\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10654_N6Ixi33x72Q.aac extracted.\n",
      "Processing Line #10113\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10655_ErfBnXJE9AI.aac extracted.\n",
      "Processing Line #10114\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10656_PU0vUEje9oU.aac extracted.\n",
      "Processing Line #10115\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10657_Tyj57J4RwWw.aac extracted.\n",
      "Processing Line #10116\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10658_-85GJXdDiaE.aac extracted.\n",
      "Processing Line #10117\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10659_-dcZ6POUhPc.aac extracted.\n",
      "Processing Line #10118\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10660_7SJSu0ilHyU.aac extracted.\n",
      "Processing Line #10119\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10661_LrMyRNZna6Y.aac extracted.\n",
      "Processing Line #10120\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10662_d7SzuJMLK-w.aac extracted.\n",
      "Processing Line #10121\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10663_J5WZgg74HTY.aac extracted.\n",
      "Processing Line #10122\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10664_RGhZJnRUWac.aac extracted.\n",
      "Processing Line #10123\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10665_5hz7t0iyZF0.aac extracted.\n",
      "Processing Line #10124\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10666_NOc5EBrNr-g.aac extracted.\n",
      "Processing Line #10125\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10667_7oxQD8s27xA.aac extracted.\n",
      "Processing Line #10126\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10668_ZH0k-NthgTY.aac extracted.\n",
      "Processing Line #10127\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10669_REzRyvItebY.aac extracted.\n",
      "Processing Line #10128\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10670_GluHnPC9HHE.aac extracted.\n",
      "Processing Line #10129\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10671_L-prPUYndtE.aac extracted.\n",
      "Processing Line #10130\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10672__tAB9tk4VIo.aac extracted.\n",
      "Processing Line #10131\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10673_-7U9TFPrum8.aac extracted.\n",
      "Processing Line #10132\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10674_QGoPDmfciHM.aac extracted.\n",
      "Processing Line #10133\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10675_Rf4vTQMQKLc.aac extracted.\n",
      "Processing Line #10134\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10676_6RzUj89yTQ8.aac extracted.\n",
      "Processing Line #10135\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10677_6H6WHco0wLw.aac extracted.\n",
      "Processing Line #10136\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10678_Yg5DG_cRajk.aac extracted.\n",
      "Processing Line #10137\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10679_VtMBZcg114M.aac extracted.\n",
      "Processing Line #10138\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10680_BeUb-CSwZ80.aac extracted.\n",
      "Processing Line #10139\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10681_DAx4fnLJxmM.aac extracted.\n",
      "Processing Line #10140\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10682_CwfdpzMj0K4.aac extracted.\n",
      "Processing Line #10141\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10683_hc_VJ-v95cU.aac extracted.\n",
      "Processing Line #10142\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10684_Ny02BUOwTwU.aac extracted.\n",
      "Processing Line #10143\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10685_7_I1u1WO3pk.aac extracted.\n",
      "Processing Line #10144\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10686_-VR9yLnwdhY.aac extracted.\n",
      "Processing Line #10145\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10687_BwIZi5oOgHs.aac extracted.\n",
      "Processing Line #10146\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10688_C-cTm9ruSFM.aac extracted.\n",
      "Processing Line #10147\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10689_FD8KHZL4pgo.aac extracted.\n",
      "Processing Line #10148\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10690_L6suNsMg7zI.aac extracted.\n",
      "Processing Line #10149\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10691_VdDrVxVvxog.aac extracted.\n",
      "Processing Line #10150\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10692_MU0q2ev4b0o.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10151\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10693_CGnIrx8635o.aac extracted.\n",
      "Processing Line #10152\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10694_MCCWtRm9pUw.aac extracted.\n",
      "Processing Line #10153\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10695_XIr_HEteEAc.aac extracted.\n",
      "Processing Line #10154\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10696_E7uyG5ASmIc.aac extracted.\n",
      "Processing Line #10155\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10697_j_k3F7lG1mI.aac extracted.\n",
      "Processing Line #10156\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10699_82TEeoAUg_I.aac extracted.\n",
      "Processing Line #10157\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10700_1hIZFI7Bj6E.aac extracted.\n",
      "Processing Line #10158\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10701_5wn-WqqiwPY.aac extracted.\n",
      "Processing Line #10159\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10702_L-DgNKthZX8.aac extracted.\n",
      "Processing Line #10160\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10703_2cT-1_I7xa4.aac extracted.\n",
      "Processing Line #10161\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10704_1QKu-V5f0UA.aac extracted.\n",
      "Processing Line #10162\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10705_29YeUXh--R4.aac extracted.\n",
      "Processing Line #10163\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10706_5BEhXgn_NwA.aac extracted.\n",
      "Processing Line #10164\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10707_73DbrEwT8Ls.aac extracted.\n",
      "Processing Line #10165\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10708_67EMdxF7inQ.aac extracted.\n",
      "Processing Line #10166\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10709_ThUAAmLjUKM.aac extracted.\n",
      "Processing Line #10167\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10710_5FBoaM9gz78.aac extracted.\n",
      "Processing Line #10168\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10711_8WUrkhQ5neY.aac extracted.\n",
      "Processing Line #10169\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10712_PTx7yciRpPE.aac extracted.\n",
      "Processing Line #10170\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10713_CWYk8PLF8CA.aac extracted.\n",
      "Processing Line #10171\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10714_u0u5X2vKBOk.aac extracted.\n",
      "Processing Line #10172\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10715_27TSTZs5gV4.aac extracted.\n",
      "Processing Line #10173\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10716_ItpfZWwdHPY.aac extracted.\n",
      "Processing Line #10174\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10717_FL11NgxL7Kc.aac extracted.\n",
      "Processing Line #10175\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10718_KwTANGia3P4.aac extracted.\n",
      "Processing Line #10176\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10719_ABumw5co1f4.aac extracted.\n",
      "Processing Line #10177\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10720_CricRSEdrdI.aac extracted.\n",
      "Processing Line #10178\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10721_59Xzx2uzurw.aac extracted.\n",
      "Processing Line #10179\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10722_Igu79_38_Us.aac extracted.\n",
      "Processing Line #10180\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10723_BR9vdTAROP8.aac extracted.\n",
      "Processing Line #10181\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10724_7ZxZ-q7LeQc.aac extracted.\n",
      "Processing Line #10182\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10725_5wnK55rU_kU.aac extracted.\n",
      "Processing Line #10183\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10726_FyAMXUfjXFw.aac extracted.\n",
      "Processing Line #10184\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10727_AUd6o65D5BU.aac extracted.\n",
      "Processing Line #10185\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10728_5Aj2ZIteTL8.aac extracted.\n",
      "Processing Line #10186\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10729_Sb2E1jKaBI4.aac extracted.\n",
      "Processing Line #10187\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10730_xrl3oxTa6sQ.aac extracted.\n",
      "Processing Line #10188\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10731_AXQAffP0E84.aac extracted.\n",
      "Processing Line #10189\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10732_8Gxw4gkmrkk.aac extracted.\n",
      "Processing Line #10190\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10733_N9tY5W8lyFE.aac extracted.\n",
      "Processing Line #10191\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10734_1lvCPEE5qIE.aac extracted.\n",
      "Processing Line #10192\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10735_TaasXSUNUE4.aac extracted.\n",
      "Processing Line #10193\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10736_TYojUrSfreE.aac extracted.\n",
      "Processing Line #10194\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10737_7evYlnwblJ0.aac extracted.\n",
      "Processing Line #10195\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10738_DQ21S34nQxg.aac extracted.\n",
      "Processing Line #10196\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10739_3X3F4cYpgRI.aac extracted.\n",
      "Processing Line #10197\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10740_WfQCkLk_3Fg.aac extracted.\n",
      "Processing Line #10198\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10741_8T81REJUFCE.aac extracted.\n",
      "Processing Line #10199\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10742_DTXMjzBIjIM.aac extracted.\n",
      "Processing Line #10200\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10743_Eg9MhSGd3z4.aac extracted.\n",
      "Processing Line #10201\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10744_50vqO__ogTc.aac extracted.\n",
      "Processing Line #10202\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10745_PlM3v1cz4aw.aac extracted.\n",
      "Processing Line #10203\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10746_4yZFGlLSP0Q.aac extracted.\n",
      "Processing Line #10204\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10747_tRh4wCOOFZw.aac extracted.\n",
      "Processing Line #10205\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10748_2aViX0id7Kk.aac extracted.\n",
      "Processing Line #10206\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10749_AI7W-pomAV0.aac extracted.\n",
      "Processing Line #10207\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10750_H9vN-INqDK4.aac extracted.\n",
      "Processing Line #10208\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10751_LRRorMNLPyk.aac extracted.\n",
      "Processing Line #10209\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10752_fLsMqIImvDc.aac extracted.\n",
      "Processing Line #10210\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10753_FFBRhK2nxQ8.aac extracted.\n",
      "Processing Line #10211\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10754_DlbvsBgLBbI.aac extracted.\n",
      "Processing Line #10212\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10755_6EKP85yGDJg.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10213\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10756_yXynH_DFv04.aac extracted.\n",
      "Processing Line #10214\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10757_bMGHiM6P8zo.aac extracted.\n",
      "Processing Line #10215\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10758_1N-qcpSphew.aac extracted.\n",
      "Processing Line #10216\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10759_6xpmXDepUzk.aac extracted.\n",
      "Processing Line #10217\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10760_1DZDRgtUbBc.aac extracted.\n",
      "Processing Line #10218\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10761_08nUOn1HAqE.aac extracted.\n",
      "Processing Line #10219\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10762_cfH-uR4ItUc.aac extracted.\n",
      "Processing Line #10220\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10763_RCgCPOMoojo.aac extracted.\n",
      "Processing Line #10221\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10764_DIiAPJ9Qeyc.aac extracted.\n",
      "Processing Line #10222\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10765_W2MWgNVXrqA.aac extracted.\n",
      "Processing Line #10223\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10766_BMO9RR8HiLk.aac extracted.\n",
      "Processing Line #10224\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10767_5vzthSHI0-U.aac extracted.\n",
      "Processing Line #10225\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10768_3UYSlzQ9y-A.aac extracted.\n",
      "Processing Line #10226\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10769__APcpi5SJjk.aac extracted.\n",
      "Processing Line #10227\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10772_JF2sphz5pis.aac extracted.\n",
      "Processing Line #10228\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10773_RCfqWUzIINQ.aac extracted.\n",
      "Processing Line #10229\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10774_71kwSrYq0kM.aac extracted.\n",
      "Processing Line #10230\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10775_gMXPeKrasI0.aac extracted.\n",
      "Processing Line #10231\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10776_7t2zm1emZdw.aac extracted.\n",
      "Processing Line #10232\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10777_KUeCf_B85bk.aac extracted.\n",
      "Processing Line #10233\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10778_CSWQUunh5jI.aac extracted.\n",
      "Processing Line #10234\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10779_FeCfebzrwpo.aac extracted.\n",
      "Processing Line #10235\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10780_FI1UQPVaF9Y.aac extracted.\n",
      "Processing Line #10236\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10781_Rfk8qeS1nk0.aac extracted.\n",
      "Processing Line #10237\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10782_JAJp9MYtvRE.aac extracted.\n",
      "Processing Line #10238\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10783_8UCas1-M3eU.aac extracted.\n",
      "Processing Line #10239\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10784_Gy2bE9QyU1M.aac extracted.\n",
      "Processing Line #10240\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10785_H3DvE7wxFGc.aac extracted.\n",
      "Processing Line #10241\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10786_bXzK4Ob8n8Y.aac extracted.\n",
      "Processing Line #10242\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10787__pPo2G5tkdk.aac extracted.\n",
      "Processing Line #10243\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10788__At6i2CuhCs.aac extracted.\n",
      "Processing Line #10244\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10789_-OLmAqxvqC0.aac extracted.\n",
      "Processing Line #10245\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10790_OIhYsg7PQc4.aac extracted.\n",
      "Processing Line #10246\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10791_J63vlQl4V2E.aac extracted.\n",
      "Processing Line #10247\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10792_P31z3q8mzcs.aac extracted.\n",
      "Processing Line #10248\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10793_6q37ok1P-es.aac extracted.\n",
      "Processing Line #10249\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10794_MKXQNptNWzY.aac extracted.\n",
      "Processing Line #10250\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10795_QSqU3kBCjxw.aac extracted.\n",
      "Processing Line #10251\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10796_10S3WNwqBHo.aac extracted.\n",
      "Processing Line #10252\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10797_SIchPnxixhE.aac extracted.\n",
      "Processing Line #10253\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10798_GzeHaDG2qWA.aac extracted.\n",
      "Processing Line #10254\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10799_Gz3QGvzWUAQ.aac extracted.\n",
      "Processing Line #10255\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10800_-tVj7U7AnZo.aac extracted.\n",
      "Processing Line #10256\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10801_O6O7XhissEk.aac extracted.\n",
      "Processing Line #10257\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10802_BVeD6zQDvh8.aac extracted.\n",
      "Processing Line #10258\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10803_YicHhj_QUAk.aac extracted.\n",
      "Processing Line #10259\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10804_eMctFataWf8.aac extracted.\n",
      "Processing Line #10260\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10805_2HsZLmu5zN4.aac extracted.\n",
      "Processing Line #10261\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10808_BuhOL22ycVc.aac extracted.\n",
      "Processing Line #10262\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10809_BwAATveZQJE.aac extracted.\n",
      "Processing Line #10263\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10810_GpxnRKDNSO4.aac extracted.\n",
      "Processing Line #10264\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10811_Yylkpyt0YS4.aac extracted.\n",
      "Processing Line #10265\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10812_D778aSL_0KQ.aac extracted.\n",
      "Processing Line #10266\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10813_ThrJQ_YOnsU.aac extracted.\n",
      "Processing Line #10267\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10814_OQJ4nH4872M.aac extracted.\n",
      "Processing Line #10268\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10815_7O-oeCMO5D4.aac extracted.\n",
      "Processing Line #10269\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10816_Uuxb7MJmaKk.aac extracted.\n",
      "Processing Line #10270\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10817_3wChkVShMSw.aac extracted.\n",
      "Processing Line #10271\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10818_UHkNeuUxIC0.aac extracted.\n",
      "Processing Line #10272\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10819_QaVj3Vk6GWA.aac extracted.\n",
      "Processing Line #10273\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10820_H8QFUe_MPFY.aac extracted.\n",
      "Processing Line #10274\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10821_AfMlXEOeSA8.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10275\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10822_V5Gx_cHIE4M.aac extracted.\n",
      "Processing Line #10276\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10823_42CSZqCT6zU.aac extracted.\n",
      "Processing Line #10277\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10824_CKO9G6-8zEo.aac extracted.\n",
      "Processing Line #10278\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10825_0EgJ1v2Yuy4.aac extracted.\n",
      "Processing Line #10279\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10826_mlgs_06NUpI.aac extracted.\n",
      "Processing Line #10280\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10827_3XubQ-mlpOc.aac extracted.\n",
      "Processing Line #10281\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10828_PPZEfp0z_ks.aac extracted.\n",
      "Processing Line #10282\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10829_AzqfeBtp50Y.aac extracted.\n",
      "Processing Line #10283\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10830_5jvCudNxkVU.aac extracted.\n",
      "Processing Line #10284\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10831__ujXyOdCh9k.aac extracted.\n",
      "Processing Line #10285\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10832_G6dl9Mf4EeA.aac extracted.\n",
      "Processing Line #10286\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10833_BWuVbym2ihI.aac extracted.\n",
      "Processing Line #10287\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10834_2sR1gcBBN2o.aac extracted.\n",
      "Processing Line #10288\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10835_EqssLET2ysw.aac extracted.\n",
      "Processing Line #10289\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10836_7kx9FZQkmKY.aac extracted.\n",
      "Processing Line #10290\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10837_16_1edoxlFE.aac extracted.\n",
      "Processing Line #10291\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10838_6uerHlLk1-k.aac extracted.\n",
      "Processing Line #10292\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10839_80y7mivZjSQ.aac extracted.\n",
      "Processing Line #10293\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10840_GnJ_VbWP9WM.aac extracted.\n",
      "Processing Line #10294\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10841_CbiU-IS1_aY.aac extracted.\n",
      "Processing Line #10295\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10842_6j_MrdkWdao.aac extracted.\n",
      "Processing Line #10296\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10843_MWNXngcmxFM.aac extracted.\n",
      "Processing Line #10297\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10844_Pq0U2GHYqCg.aac extracted.\n",
      "Processing Line #10298\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10845_1ZAWtCLo5FI.aac extracted.\n",
      "Processing Line #10299\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10846_vRV7bq3gGfg.aac extracted.\n",
      "Processing Line #10300\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10847_noqD29R3jK0.aac extracted.\n",
      "Processing Line #10301\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10848_dTRU8dlsv_I.aac extracted.\n",
      "Processing Line #10302\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10849_0IBFokh7zKA.aac extracted.\n",
      "Processing Line #10303\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10850_D2ahrMXXkIs.aac extracted.\n",
      "Processing Line #10304\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10851_Z9XF-0Xfma4.aac extracted.\n",
      "Processing Line #10305\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10852_SARv9vJc0ZM.aac extracted.\n",
      "Processing Line #10306\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10853_gi76VURMfa4.aac extracted.\n",
      "Processing Line #10307\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10854_dUmk9tNYBEU.aac extracted.\n",
      "Processing Line #10308\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10855_DMLnZjHCxhg.aac extracted.\n",
      "Processing Line #10309\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10856_6BpFetl0sKs.aac extracted.\n",
      "Processing Line #10310\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10857_YlBynMJB8WU.aac extracted.\n",
      "Processing Line #10311\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10858_PaopBwfBVTY.aac extracted.\n",
      "Processing Line #10312\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10859_KkWoPtv3i1s.aac extracted.\n",
      "Processing Line #10313\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10860_BLLy7N1HXdc.aac extracted.\n",
      "Processing Line #10314\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10861_GYALv0gzFE0.aac extracted.\n",
      "Processing Line #10315\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10862_2oI3wcSugto.aac extracted.\n",
      "Processing Line #10316\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10863_Xpjd_KQPpNk.aac extracted.\n",
      "Processing Line #10317\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10864_1GXukV9A2Lk.aac extracted.\n",
      "Processing Line #10318\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10865_UUbdProbfVc.aac extracted.\n",
      "Processing Line #10319\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10868_L16QC9gZfVE.aac extracted.\n",
      "Processing Line #10320\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10869_b7uk47ZcNsw.aac extracted.\n",
      "Processing Line #10321\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10870_MBySKgfyvUM.aac extracted.\n",
      "Processing Line #10322\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10871_Imd0qc1BMCc.aac extracted.\n",
      "Processing Line #10323\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10872_TmeOeTaGf4o.aac extracted.\n",
      "Processing Line #10324\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10873_B8av_jlUxn8.aac extracted.\n",
      "Processing Line #10325\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10874_hMZR31TN-Uc.aac extracted.\n",
      "Processing Line #10326\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10875_5Ehgo2dKD3c.aac extracted.\n",
      "Processing Line #10327\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10876_5qy2GG9VtIU.aac extracted.\n",
      "Processing Line #10328\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10877_uuaYA21J3NA.aac extracted.\n",
      "Processing Line #10329\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10878_S6n7AG2YJ-I.aac extracted.\n",
      "Processing Line #10330\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10879_SRxsnxkzNjo.aac extracted.\n",
      "Processing Line #10331\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10880_A6B9We1cJhc.aac extracted.\n",
      "Processing Line #10332\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10881_D9dvvD3-dL0.aac extracted.\n",
      "Processing Line #10333\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10882_33lZ4wURs4U.aac extracted.\n",
      "Processing Line #10334\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10883_OX3j6ajz8tc.aac extracted.\n",
      "Processing Line #10335\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10884_P_kCAd-cYkY.aac extracted.\n",
      "Processing Line #10336\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10885_BXXs3D23m_E.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10337\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10886_03Qvfru13tA.aac extracted.\n",
      "Processing Line #10338\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10887_csWujv1iZ_M.aac extracted.\n",
      "Processing Line #10339\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10889_BdCb_c-RoUY.aac extracted.\n",
      "Processing Line #10340\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10890_54agapWNbjs.aac extracted.\n",
      "Processing Line #10341\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10891_SSYKJp2Xnpo.aac extracted.\n",
      "Processing Line #10342\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10892_95nBY8jYVIY.aac extracted.\n",
      "Processing Line #10343\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10893_QSSI_y2VLkY.aac extracted.\n",
      "Processing Line #10344\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10894_jcAeHQay5Hg.aac extracted.\n",
      "Processing Line #10345\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10895_JHYzKN0reGw.aac extracted.\n",
      "Processing Line #10346\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10897_90CzRfY9H2g.aac extracted.\n",
      "Processing Line #10347\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10898_6cFHHARPLg8.aac extracted.\n",
      "Processing Line #10348\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10899_L2pN3dEK9Rg.aac extracted.\n",
      "Processing Line #10349\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10900_jIXcwfstuE8.aac extracted.\n",
      "Processing Line #10350\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10901_U_T_7Lvm0e0.aac extracted.\n",
      "Processing Line #10351\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10902_X4ZXL9nS8hY.aac extracted.\n",
      "Processing Line #10352\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10903_93jLXFM-4F4.aac extracted.\n",
      "Processing Line #10353\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10904_TuElwnLuxF8.aac extracted.\n",
      "Processing Line #10354\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10905_SB3k9YvJo0E.aac extracted.\n",
      "Processing Line #10355\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10906_BaElhu_wMNM.aac extracted.\n",
      "Processing Line #10356\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10908_ARZmhIoxqj0.aac extracted.\n",
      "Processing Line #10357\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10909_d3_7tYiqHQg.aac extracted.\n",
      "Processing Line #10358\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10910_okN1C0b7PgQ.aac extracted.\n",
      "Processing Line #10359\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10911_1EW8TGtlCPo.aac extracted.\n",
      "Processing Line #10360\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10912_9NdPiHT2LEE.aac extracted.\n",
      "Processing Line #10361\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10913_JUnYHY58J_k.aac extracted.\n",
      "Processing Line #10362\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10914_ftVJuekatFY.aac extracted.\n",
      "Processing Line #10363\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10915_8SmfOFTFbiI.aac extracted.\n",
      "Processing Line #10364\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10916_MY7jc4lZSCY.aac extracted.\n",
      "Processing Line #10365\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10917_WhylcSceLVk.aac extracted.\n",
      "Processing Line #10366\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10918_ey3CPBH6Jyw.aac extracted.\n",
      "Processing Line #10367\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10919_QNukRamQvI8.aac extracted.\n",
      "Processing Line #10368\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10920_Q3bcx_bVAS4.aac extracted.\n",
      "Processing Line #10369\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10921_W_E1CIq6FQ8.aac extracted.\n",
      "Processing Line #10370\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10922_FF5ZT_sdkYE.aac extracted.\n",
      "Processing Line #10371\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10923_0bg1nzEVdgY.aac extracted.\n",
      "Processing Line #10372\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10924_9R4uyY_lUyI.aac extracted.\n",
      "Processing Line #10373\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10925_48s8hXYf7SQ.aac extracted.\n",
      "Processing Line #10374\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10926_nz1KzgVVw6M.aac extracted.\n",
      "Processing Line #10375\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10927_WxEdO8YIztw.aac extracted.\n",
      "Processing Line #10376\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10928_DB31WqEyPqk.aac extracted.\n",
      "Processing Line #10377\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10929_L7ZKTWmgqdk.aac extracted.\n",
      "Processing Line #10378\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10930_FFzjY04SucI.aac extracted.\n",
      "Processing Line #10379\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10931_vVtwzXbv4g4.aac extracted.\n",
      "Processing Line #10380\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10932_KCOeGhINjGk.aac extracted.\n",
      "Processing Line #10381\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10933_NMHttnvE5BI.aac extracted.\n",
      "Processing Line #10382\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10934_DDrMYxQSCU4.aac extracted.\n",
      "Processing Line #10383\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10935_4a8n9xPRv9c.aac extracted.\n",
      "Processing Line #10384\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10936_L2FmuuVkFB4.aac extracted.\n",
      "Processing Line #10385\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10937_cXq70Z77xzw.aac extracted.\n",
      "Processing Line #10386\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10938_GzirlT9CFIQ.aac extracted.\n",
      "Processing Line #10387\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10939_JvsGbIO1DBE.aac extracted.\n",
      "Processing Line #10388\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10940_6yfIAUV7fqU.aac extracted.\n",
      "Processing Line #10389\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10941_NsC26K9ihKk.aac extracted.\n",
      "Processing Line #10390\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10942_TeALZIuZ6B8.aac extracted.\n",
      "Processing Line #10391\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10943_7hWENAfcY0U.aac extracted.\n",
      "Processing Line #10392\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10944_N59VfnUeqXs.aac extracted.\n",
      "Processing Line #10393\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10945_JCSKZ8wVsBs.aac extracted.\n",
      "Processing Line #10394\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10946_EMtIMhwkgRU.aac extracted.\n",
      "Processing Line #10395\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10947_dn-HmZeRRts.aac extracted.\n",
      "Processing Line #10396\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10948_8HC1m_Vpf10.aac extracted.\n",
      "Processing Line #10397\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10949_WoxYnX3s0_8.aac extracted.\n",
      "Processing Line #10398\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10950_5oktN4INwhg.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10399\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10951_YdfQZWDqKeM.aac extracted.\n",
      "Processing Line #10400\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10952_NS4qzkgdlrw.aac extracted.\n",
      "Processing Line #10401\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10953_B95EVSHedRQ.aac extracted.\n",
      "Processing Line #10402\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10954_9awXlTJAGYk.aac extracted.\n",
      "Processing Line #10403\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10955_AFCKvrIkshU.aac extracted.\n",
      "Processing Line #10404\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10956_Lqw1l04nqNc.aac extracted.\n",
      "Processing Line #10405\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10957_TvV5WGeHqK0.aac extracted.\n",
      "Processing Line #10406\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10958_CFvIMDSjyQM.aac extracted.\n",
      "Processing Line #10407\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10959__pU1F1L4uEM.aac extracted.\n",
      "Processing Line #10408\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10960_7_0spDQ8ltU.aac extracted.\n",
      "Processing Line #10409\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10961_UQFkA-hlkMg.aac extracted.\n",
      "Processing Line #10410\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10962_7abuff40d3I.aac extracted.\n",
      "Processing Line #10411\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10963_Jb6O8pQhdvc.aac extracted.\n",
      "Processing Line #10412\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10964_LJJ0z2hgFck.aac extracted.\n",
      "Processing Line #10413\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10965_AlPF2wXLGQA.aac extracted.\n",
      "Processing Line #10414\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10966_5PVEglPpW5c.aac extracted.\n",
      "Processing Line #10415\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10967_FOP-uGINjKQ.aac extracted.\n",
      "Processing Line #10416\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10968_cO7ceWEqmDs.aac extracted.\n",
      "Processing Line #10417\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10969_2ic6Zrdptzo.aac extracted.\n",
      "Processing Line #10418\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10970_MJsxasXax8k.aac extracted.\n",
      "Processing Line #10419\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10971_3jYfQARLJsY.aac extracted.\n",
      "Processing Line #10420\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10972_4lCPeXS52zQ.aac extracted.\n",
      "Processing Line #10421\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10973_Qcdqm2lU2H0.aac extracted.\n",
      "Processing Line #10422\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10974_Vo_Dgr8ZBDw.aac extracted.\n",
      "Processing Line #10423\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10975_8HgLxmUCTPI.aac extracted.\n",
      "Processing Line #10424\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10976_QFSLHen4m5M.aac extracted.\n",
      "Processing Line #10425\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10977_rhAYabnOuoI.aac extracted.\n",
      "Processing Line #10426\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10978_dPCGBWI3dSE.aac extracted.\n",
      "Processing Line #10427\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10979_1nK_Ol90Kms.aac extracted.\n",
      "Processing Line #10428\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10980_TygQx73Xy6Y.aac extracted.\n",
      "Processing Line #10429\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10981_Pvdi6-NQuzU.aac extracted.\n",
      "Processing Line #10430\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10982_EsxsqJV0h5s.aac extracted.\n",
      "Processing Line #10431\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10983_Mda39locghA.aac extracted.\n",
      "Processing Line #10432\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10984_V3tzkuVrLd4.aac extracted.\n",
      "Processing Line #10433\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10985_LC9cbprrdac.aac extracted.\n",
      "Processing Line #10434\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10986_-gPM1IQBHkc.aac extracted.\n",
      "Processing Line #10435\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10987_6Lvevk4apHY.aac extracted.\n",
      "Processing Line #10436\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10988_nKiWwL-0vT4.aac extracted.\n",
      "Processing Line #10437\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10989_LS68MMilgDs.aac extracted.\n",
      "Processing Line #10438\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10990_71ZtwST1Yvk.aac extracted.\n",
      "Processing Line #10439\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10991_X7ldDcUo4vk.aac extracted.\n",
      "Processing Line #10440\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10992_GNo39vqvZ28.aac extracted.\n",
      "Processing Line #10441\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10993_GWJRfLGwex8.aac extracted.\n",
      "Processing Line #10442\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10994_116Q2LuXR-w.aac extracted.\n",
      "Processing Line #10443\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10995_-n3tv_VWXwY.aac extracted.\n",
      "Processing Line #10444\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10996_RvJbbp6NaYA.aac extracted.\n",
      "Processing Line #10445\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10997_qsIx3WV8JCM.aac extracted.\n",
      "Processing Line #10446\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10998_WFyR1jDCkoc.aac extracted.\n",
      "Processing Line #10447\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/10999_H71peIKrNJ4.aac extracted.\n",
      "Processing Line #10448\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11000_5cYQOqeZ67E.aac extracted.\n",
      "Processing Line #10449\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11001_eVzYu7Bk7jA.aac extracted.\n",
      "Processing Line #10450\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11002_7dpogNPWv0A.aac extracted.\n",
      "Processing Line #10451\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11003_YdW0AN4fCCU.aac extracted.\n",
      "Processing Line #10452\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11004_1pgrPh780dY.aac extracted.\n",
      "Processing Line #10453\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11005_y2DgpfQ8Sbg.aac extracted.\n",
      "Processing Line #10454\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11006_GVozWSwKE74.aac extracted.\n",
      "Processing Line #10455\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11007_EnmapWMJ6hk.aac extracted.\n",
      "Processing Line #10456\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11008_1ZhhlMv_aD0.aac extracted.\n",
      "Processing Line #10457\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11009_YRixc_jc9S8.aac extracted.\n",
      "Processing Line #10458\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11010_IybG_w7TtTU.aac extracted.\n",
      "Processing Line #10459\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11011_DppvNj0JLO4.aac extracted.\n",
      "Processing Line #10460\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11012_OroS6Vji48Q.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10461\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11013_jHv726cD6TQ.aac extracted.\n",
      "Processing Line #10462\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11014_DycDx3y61Io.aac extracted.\n",
      "Processing Line #10463\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11015_2Wx4HSxIL8M.aac extracted.\n",
      "Processing Line #10464\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11017_3oup9isoEbw.aac extracted.\n",
      "Processing Line #10465\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11018_P4cy0GQJYnk.aac extracted.\n",
      "Processing Line #10466\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11019_A2vKagPEW-Y.aac extracted.\n",
      "Processing Line #10467\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11020_Nrj5vv4Yp4Y.aac extracted.\n",
      "Processing Line #10468\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11021_1xDfNS5nAjg.aac extracted.\n",
      "Processing Line #10469\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11022_R0qWtAR-GcE.aac extracted.\n",
      "Processing Line #10470\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11023_OMKcHQV5vBs.aac extracted.\n",
      "Processing Line #10471\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11024_qcWLP9r1Tf0.aac extracted.\n",
      "Processing Line #10472\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11025_6meGLweEw7s.aac extracted.\n",
      "Processing Line #10473\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11026_KuXu6-TU55w.aac extracted.\n",
      "Processing Line #10474\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11027_1x5snFjknAE.aac extracted.\n",
      "Processing Line #10475\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11028_7jP4RwTBK98.aac extracted.\n",
      "Processing Line #10476\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11029_DhEAlbWxNTw.aac extracted.\n",
      "Processing Line #10477\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11030_-0kLxY8r5VY.aac extracted.\n",
      "Processing Line #10478\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11031_Pq6CkPGv6gI.aac extracted.\n",
      "Processing Line #10479\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11032_INy7m0nhb8A.aac extracted.\n",
      "Processing Line #10480\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11033_FtMMI4lZu1c.aac extracted.\n",
      "Processing Line #10481\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11034_8xozawjnBCE.aac extracted.\n",
      "Processing Line #10482\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11036_Q6_Gna8jPak.aac extracted.\n",
      "Processing Line #10483\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11037_3JScU4WP-YA.aac extracted.\n",
      "Processing Line #10484\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11038_FHlR_Rcj5Mg.aac extracted.\n",
      "Processing Line #10485\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11039_093tkwFNfAI.aac extracted.\n",
      "Processing Line #10486\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11040_AnUmNo9-seI.aac extracted.\n",
      "Processing Line #10487\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11041_TVdAI0xaU8s.aac extracted.\n",
      "Processing Line #10488\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11042_tvx4_9kqB10.aac extracted.\n",
      "Processing Line #10489\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11043_K26Nwo8iPM4.aac extracted.\n",
      "Processing Line #10490\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11044_G_PlDJPjO0o.aac extracted.\n",
      "Processing Line #10491\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11045_5HJMguwu61s.aac extracted.\n",
      "Processing Line #10492\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11046_GOTBg4qkOwc.aac extracted.\n",
      "Processing Line #10493\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11047_DPEJk9nYhGE.aac extracted.\n",
      "Processing Line #10494\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11048_gr64fvZEDZ0.aac extracted.\n",
      "Processing Line #10495\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11049_X5qMFkRyLRI.aac extracted.\n",
      "Processing Line #10496\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11050_ZNfXF2Bpj90.aac extracted.\n",
      "Processing Line #10497\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11051_64iJFktOFVs.aac extracted.\n",
      "Processing Line #10498\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11052_7xfgJ9VVGdo.aac extracted.\n",
      "Processing Line #10499\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11053_YtqhQR3xggk.aac extracted.\n",
      "Processing Line #10500\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11054_Q5PcnIdzwvA.aac extracted.\n",
      "Processing Line #10501\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11055__UkARZGfzTU.aac extracted.\n",
      "Processing Line #10502\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11056_BeMESSpXCak.aac extracted.\n",
      "Processing Line #10503\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11057_fS1fxVwB9eE.aac extracted.\n",
      "Processing Line #10504\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11058_7C0LIouay9w.aac extracted.\n",
      "Processing Line #10505\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11059_Wos4M6jVLMg.aac extracted.\n",
      "Processing Line #10506\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11060_IfnWojUTMd0.aac extracted.\n",
      "Processing Line #10507\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11061_Ic7YvtxgqN0.aac extracted.\n",
      "Processing Line #10508\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11062_KhPv0Y4k5Ak.aac extracted.\n",
      "Processing Line #10509\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11063_evFvN3zJUcQ.aac extracted.\n",
      "Processing Line #10510\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11064_Ulqcqp1U32s.aac extracted.\n",
      "Processing Line #10511\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11065_2GGQApvXsDU.aac extracted.\n",
      "Processing Line #10512\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11066_TDV3ms-DZjs.aac extracted.\n",
      "Processing Line #10513\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11067_SYjka0cHSJg.aac extracted.\n",
      "Processing Line #10514\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11068_Sezt02NeYXI.aac extracted.\n",
      "Processing Line #10515\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11069_4SIyNqmYpV8.aac extracted.\n",
      "Processing Line #10516\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11070_28xQN7EdmFE.aac extracted.\n",
      "Processing Line #10517\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11071_8qw0ssKRMR4.aac extracted.\n",
      "Processing Line #10518\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11072_lFAoG_dtXgg.aac extracted.\n",
      "Processing Line #10519\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11073_GoOEPpxWvK0.aac extracted.\n",
      "Processing Line #10520\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11074_0qpudodDiM4.aac extracted.\n",
      "Processing Line #10521\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11075_K3P_fUzEXD8.aac extracted.\n",
      "Processing Line #10522\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11076_3l2qP9YClBw.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10523\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11077_Uo0k3OpofIA.aac extracted.\n",
      "Processing Line #10524\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11078_WthnynGe5T0.aac extracted.\n",
      "Processing Line #10525\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11080_AfAUIFM45nw.aac extracted.\n",
      "Processing Line #10526\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11081_CFbSuZdATdM.aac extracted.\n",
      "Processing Line #10527\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11082_9kTk9BNW7Dc.aac extracted.\n",
      "Processing Line #10528\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11083_OARErIWutmg.aac extracted.\n",
      "Processing Line #10529\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11084_Sp-vjYywuho.aac extracted.\n",
      "Processing Line #10530\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11085_BsQJO8enH4g.aac extracted.\n",
      "Processing Line #10531\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11086_QIKWtND2xgI.aac extracted.\n",
      "Processing Line #10532\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11087_hLOVFqZjX4k.aac extracted.\n",
      "Processing Line #10533\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11088_Fh1e44o_ExU.aac extracted.\n",
      "Processing Line #10534\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11089_O9gqbLxkA7I.aac extracted.\n",
      "Processing Line #10535\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11090_X_oXHaY_UKE.aac extracted.\n",
      "Processing Line #10536\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11091_VWkDQP9qGmI.aac extracted.\n",
      "Processing Line #10537\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11092_Gi3AIGAtpBE.aac extracted.\n",
      "Processing Line #10538\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11093_rkU1tkwlcAQ.aac extracted.\n",
      "Processing Line #10539\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11094_8KtpVL_1r5I.aac extracted.\n",
      "Processing Line #10540\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11095_VKn-kJYW-wo.aac extracted.\n",
      "Processing Line #10541\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11096_rP0ArsTCV6E.aac extracted.\n",
      "Processing Line #10542\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11097_41CLCpc_ArA.aac extracted.\n",
      "Processing Line #10543\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11099_O8IU8-J2MqU.aac extracted.\n",
      "Processing Line #10544\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11100_BBGviiH1SOg.aac extracted.\n",
      "Processing Line #10545\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11101_E5q5_xfHdDw.aac extracted.\n",
      "Processing Line #10546\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11102_4EBk8FCpQh4.aac extracted.\n",
      "Processing Line #10547\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11103_23wtCcm4iWQ.aac extracted.\n",
      "Processing Line #10548\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11104_Cqe8eKxekgk.aac extracted.\n",
      "Processing Line #10549\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11105_4sMmtEskIVM.aac extracted.\n",
      "Processing Line #10550\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11106_qgQBGNhLKR8.aac extracted.\n",
      "Processing Line #10551\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11107_omlewrRvQXA.aac extracted.\n",
      "Processing Line #10552\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11108_h7JswUS3ubc.aac extracted.\n",
      "Processing Line #10553\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11109_D7CfFgIpHD8.aac extracted.\n",
      "Processing Line #10554\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11110_7R5CAB0riL4.aac extracted.\n",
      "Processing Line #10555\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11111_AU4zmsbbguc.aac extracted.\n",
      "Processing Line #10556\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11112_UCTAsp2AFzg.aac extracted.\n",
      "Processing Line #10557\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11113_0jZYjTCvxp4.aac extracted.\n",
      "Processing Line #10558\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11114_Pv2dkWcqjiQ.aac extracted.\n",
      "Processing Line #10559\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11115_9wLvIJvmpOw.aac extracted.\n",
      "Processing Line #10560\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11116_10lYkh-LDpI.aac extracted.\n",
      "Processing Line #10561\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11117_0yk7tkX9mOY.aac extracted.\n",
      "Processing Line #10562\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11118_DOFRAZOtk4E.aac extracted.\n",
      "Processing Line #10563\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11119_AdV3t1O_4GA.aac extracted.\n",
      "Processing Line #10564\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11120_UQomAF34Wgg.aac extracted.\n",
      "Processing Line #10565\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11121_Q98aLECPmGY.aac extracted.\n",
      "Processing Line #10566\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11122_YEaVdduZVPc.aac extracted.\n",
      "Processing Line #10567\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11123_-aN6_aAQUDQ.aac extracted.\n",
      "Processing Line #10568\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11124_4BCljSZXmSQ.aac extracted.\n",
      "Processing Line #10569\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11125_6g72EGL2qK8.aac extracted.\n",
      "Processing Line #10570\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11126_dU0kikYV5e8.aac extracted.\n",
      "Processing Line #10571\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11127_-pS1iVTSpmU.aac extracted.\n",
      "Processing Line #10572\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11128_TUes4HKqvKc.aac extracted.\n",
      "Processing Line #10573\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11129_TpD63r7K0Ig.aac extracted.\n",
      "Processing Line #10574\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11130_ydc0oG9pC7k.aac extracted.\n",
      "Processing Line #10575\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11131_H5XOSOQWfW0.aac extracted.\n",
      "Processing Line #10576\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11132_Ix0DkoaDvUI.aac extracted.\n",
      "Processing Line #10577\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11133_DOhveFXypr8.aac extracted.\n",
      "Processing Line #10578\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11134_NKe0GaCbLYQ.aac extracted.\n",
      "Processing Line #10579\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11135_BIHYNTH5lBE.aac extracted.\n",
      "Processing Line #10580\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11136_Aws-stDmiqo.aac extracted.\n",
      "Processing Line #10581\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11137_SDvsElJrCa0.aac extracted.\n",
      "Processing Line #10582\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11138_6emjoGz1ddU.aac extracted.\n",
      "Processing Line #10583\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11140_CA4LpTlRPCo.aac extracted.\n",
      "Processing Line #10584\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11141_6fyiIOmGNf4.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10585\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11143_EVYhcop992w.aac extracted.\n",
      "Processing Line #10586\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11144_0ExdbGAMUb8.aac extracted.\n",
      "Processing Line #10587\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11145_7vE3unkkaVA.aac extracted.\n",
      "Processing Line #10588\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11146_eAb-9fiVEys.aac extracted.\n",
      "Processing Line #10589\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11147_8aAJgB4xAIw.aac extracted.\n",
      "Processing Line #10590\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11148_tTwtXMveoPY.aac extracted.\n",
      "Processing Line #10591\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11149_d_LQg44-8Nc.aac extracted.\n",
      "Processing Line #10592\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11150_2u4iFJod-qo.aac extracted.\n",
      "Processing Line #10593\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11151_3GZAZKRB2hM.aac extracted.\n",
      "Processing Line #10594\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11152_PyEPoADWTw0.aac extracted.\n",
      "Processing Line #10595\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11153_6GKadxwgS60.aac extracted.\n",
      "Processing Line #10596\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11154_sUVUOiVRLDY.aac extracted.\n",
      "Processing Line #10597\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11155_2d3zaAtNfIA.aac extracted.\n",
      "Processing Line #10598\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11156_1SJi-jQf_2s.aac extracted.\n",
      "Processing Line #10599\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11157_RtCQilL8Xb0.aac extracted.\n",
      "Processing Line #10600\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11158_5c8IEB9YaLQ.aac extracted.\n",
      "Processing Line #10601\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11159_639mzYB86gs.aac extracted.\n",
      "Processing Line #10602\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11161_KyM6CbsHvBw.aac extracted.\n",
      "Processing Line #10603\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11162_0osbTRipbhw.aac extracted.\n",
      "Processing Line #10604\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11163_FN7jKFqECU0.aac extracted.\n",
      "Processing Line #10605\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11164_2pVR0O_MeBM.aac extracted.\n",
      "Processing Line #10606\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11165_Isu5g1FxlQo.aac extracted.\n",
      "Processing Line #10607\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11166_MaGnl5rdw6I.aac extracted.\n",
      "Processing Line #10608\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11167_2NOBkkK56wA.aac extracted.\n",
      "Processing Line #10609\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11168_D7IcwDi1TRI.aac extracted.\n",
      "Processing Line #10610\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11169__8fCdExID8Q.aac extracted.\n",
      "Processing Line #10611\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11170_lFhFj-CHHgs.aac extracted.\n",
      "Processing Line #10612\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11171_9kkR8w0LITQ.aac extracted.\n",
      "Processing Line #10613\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11172_pSicNCPF3b0.aac extracted.\n",
      "Processing Line #10614\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11173_GLMsJp_CpyI.aac extracted.\n",
      "Processing Line #10615\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11174_-hBmk06gwd8.aac extracted.\n",
      "Processing Line #10616\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11175_DuDzl9dERbM.aac extracted.\n",
      "Processing Line #10617\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11176_Jk4jwKSY_4k.aac extracted.\n",
      "Processing Line #10618\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11177_8-hCWXKfUlA.aac extracted.\n",
      "Processing Line #10619\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11178_9FDW4-Tb_EI.aac extracted.\n",
      "Processing Line #10620\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11179_B7n3d7hNnfA.aac extracted.\n",
      "Processing Line #10621\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11180_8RUzs8o_gaI.aac extracted.\n",
      "Processing Line #10622\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11181_PW432Yx9_j4.aac extracted.\n",
      "Processing Line #10623\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11182_-FLbNcUhBsY.aac extracted.\n",
      "Processing Line #10624\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11183_4dpQLCHPjHY.aac extracted.\n",
      "Processing Line #10625\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11184_0MJAFpTRZAw.aac extracted.\n",
      "Processing Line #10626\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11185_E0dyx6hifaA.aac extracted.\n",
      "Processing Line #10627\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11186_1q30rbEIL40.aac extracted.\n",
      "Processing Line #10628\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11187_NKi9GKh9x2s.aac extracted.\n",
      "Processing Line #10629\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11188_TuAQ-H-bal0.aac extracted.\n",
      "Processing Line #10630\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11189_-nBBzEXQ4Jg.aac extracted.\n",
      "Processing Line #10631\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11190_ElltBvgcZuI.aac extracted.\n",
      "Processing Line #10632\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11191_1N8cmXJeOdw.aac extracted.\n",
      "Processing Line #10633\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11192_4NPKvS5UPPY.aac extracted.\n",
      "Processing Line #10634\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11193_KzxzfRWBVbY.aac extracted.\n",
      "Processing Line #10635\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11194_NXiODwpltLs.aac extracted.\n",
      "Processing Line #10636\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11195_1ni3AC2Yux4.aac extracted.\n",
      "Processing Line #10637\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11196_7rboBCQyu_U.aac extracted.\n",
      "Processing Line #10638\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11197_Pge0T-z0c0o.aac extracted.\n",
      "Processing Line #10639\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11198_aEsR98tN_sg.aac extracted.\n",
      "Processing Line #10640\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11199_9HVnVotaTdY.aac extracted.\n",
      "Processing Line #10641\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11200_7Cnhf6ii9BI.aac extracted.\n",
      "Processing Line #10642\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11201_4_gwgzMS-KA.aac extracted.\n",
      "Processing Line #10643\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11202_3YTg2sHUvwE.aac extracted.\n",
      "Processing Line #10644\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11203_CHYx1fe5yO8.aac extracted.\n",
      "Processing Line #10645\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11204_F7n6PiYC8nY.aac extracted.\n",
      "Processing Line #10646\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11205_0-6AL5yJbrc.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10647\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11206_13gko4-3PzY.aac extracted.\n",
      "Processing Line #10648\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11207_NRYDoi0mjwo.aac extracted.\n",
      "Processing Line #10649\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11208_d-5WQbx-dzA.aac extracted.\n",
      "Processing Line #10650\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11209_CsR3vW2BZiY.aac extracted.\n",
      "Processing Line #10651\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11210_7MlnPrY145E.aac extracted.\n",
      "Processing Line #10652\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11211_PlFUVopd-bg.aac extracted.\n",
      "Processing Line #10653\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11212_ZFroMaeeC-o.aac extracted.\n",
      "Processing Line #10654\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11213_0tQRmnN4qfY.aac extracted.\n",
      "Processing Line #10655\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11214_TdluICnt_fU.aac extracted.\n",
      "Processing Line #10656\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11215_DvMFQ64YwcI.aac extracted.\n",
      "Processing Line #10657\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11216_0TQmkmGdFdk.aac extracted.\n",
      "Processing Line #10658\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11217_c202jWfndyI.aac extracted.\n",
      "Processing Line #10659\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11218_8N4KO96rkdU.aac extracted.\n",
      "Processing Line #10660\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11219_0KRskefPYuM.aac extracted.\n",
      "Processing Line #10661\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11220_C6DQgxgrz_U.aac extracted.\n",
      "Processing Line #10662\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11221_Rd3pFQoJW9k.aac extracted.\n",
      "Processing Line #10663\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11222_OY_M8tmQjfg.aac extracted.\n",
      "Processing Line #10664\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11223_0Stq3XQqmYE.aac extracted.\n",
      "Processing Line #10665\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11224_9Uk8z4598ho.aac extracted.\n",
      "Processing Line #10666\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11225_AFBJ5Eh7Drc.aac extracted.\n",
      "Processing Line #10667\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11226_83HZPiAk_Oc.aac extracted.\n",
      "Processing Line #10668\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11227_Q8D-OGbwoaA.aac extracted.\n",
      "Processing Line #10669\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11228_IE9U_E6-9mE.aac extracted.\n",
      "Processing Line #10670\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11229_tpcV94PMNWo.aac extracted.\n",
      "Processing Line #10671\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11230_8HVHe_rP-Oo.aac extracted.\n",
      "Processing Line #10672\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11231_5LzxmTUpgMI.aac extracted.\n",
      "Processing Line #10673\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11232_DXKQ-NQBCaI.aac extracted.\n",
      "Processing Line #10674\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11233_SWv7YZnOYz0.aac extracted.\n",
      "Processing Line #10675\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11234_8cVtW6V-GDs.aac extracted.\n",
      "Processing Line #10676\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11235_DV4_4JgOmI0.aac extracted.\n",
      "Processing Line #10677\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11236_52oxIyimcp0.aac extracted.\n",
      "Processing Line #10678\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11237_ToyUXQKrhLE.aac extracted.\n",
      "Processing Line #10679\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11238_OI5FodTedic.aac extracted.\n",
      "Processing Line #10680\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11239_FXs4e1eYDY8.aac extracted.\n",
      "Processing Line #10681\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11240_6Kivf401AFM.aac extracted.\n",
      "Processing Line #10682\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11241_5tAQweacu1Q.aac extracted.\n",
      "Processing Line #10683\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11242_ABTJSxJI3Z8.aac extracted.\n",
      "Processing Line #10684\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11243_h_AaexPNN8Y.aac extracted.\n",
      "Processing Line #10685\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11244_BQtODnK2gLg.aac extracted.\n",
      "Processing Line #10686\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11245_5ZYM9JLP6g8.aac extracted.\n",
      "Processing Line #10687\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11246_h3UhoHIMfpw.aac extracted.\n",
      "Processing Line #10688\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11247_d0n8dpb7Vvk.aac extracted.\n",
      "Processing Line #10689\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11248_IB0gpjmsRDk.aac extracted.\n",
      "Processing Line #10690\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11249_AxA1M-4APsI.aac extracted.\n",
      "Processing Line #10691\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11250_6Zdr8ZyM0fs.aac extracted.\n",
      "Processing Line #10692\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11251_cPiSd5nJLrI.aac extracted.\n",
      "Processing Line #10693\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11252_TDsP__WV5og.aac extracted.\n",
      "Processing Line #10694\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11253_-DN0XLqlVSs.aac extracted.\n",
      "Processing Line #10695\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11254_stTTtm7ggWo.aac extracted.\n",
      "Processing Line #10696\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11255_-RNPQI3AJMw.aac extracted.\n",
      "Processing Line #10697\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11256_59GanQ6Xabg.aac extracted.\n",
      "Processing Line #10698\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11257_20Zl8_jokG8.aac extracted.\n",
      "Processing Line #10699\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11258_LR1CRnp42nw.aac extracted.\n",
      "Processing Line #10700\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11259_aq_Awi0xE_c.aac extracted.\n",
      "Processing Line #10701\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11260_i5ZpKMqaweo.aac extracted.\n",
      "Processing Line #10702\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11261_SAvvVd6UbRA.aac extracted.\n",
      "Processing Line #10703\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11262_CEgyXSAygiw.aac extracted.\n",
      "Processing Line #10704\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11263_UcnJvrgMCH4.aac extracted.\n",
      "Processing Line #10705\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11265_GbM3QFssUhM.aac extracted.\n",
      "Processing Line #10706\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11266_2VDyWTKKKTs.aac extracted.\n",
      "Processing Line #10707\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11267_2wNUBJxV8Ec.aac extracted.\n",
      "Processing Line #10708\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11268_KbnM1QpuwWI.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10709\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11269_bsHTiVZS_QY.aac extracted.\n",
      "Processing Line #10710\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11270_3Vn45ZJ1iOA.aac extracted.\n",
      "Processing Line #10711\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11271_RKq8KfaKeP4.aac extracted.\n",
      "Processing Line #10712\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11272_M6c-R4Wlz4Y.aac extracted.\n",
      "Processing Line #10713\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11273_EnCx27bUerY.aac extracted.\n",
      "Processing Line #10714\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11274_KNi3fiTCE4g.aac extracted.\n",
      "Processing Line #10715\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11275_DEBQP_oG8y0.aac extracted.\n",
      "Processing Line #10716\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11276_7YKROGEFq4w.aac extracted.\n",
      "Processing Line #10717\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11277_CU2U5QORnFU.aac extracted.\n",
      "Processing Line #10718\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11278_-u90KJp3FFM.aac extracted.\n",
      "Processing Line #10719\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11279_nmxf3LrNqNk.aac extracted.\n",
      "Processing Line #10720\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11280_IlxWQBPZ5uI.aac extracted.\n",
      "Processing Line #10721\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11281_9BxhtztaAdM.aac extracted.\n",
      "Processing Line #10722\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11282_2YcWc3Iwp4Y.aac extracted.\n",
      "Processing Line #10723\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11283_8naZD_JdWYY.aac extracted.\n",
      "Processing Line #10724\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11284_LAwkfMLLh4A.aac extracted.\n",
      "Processing Line #10725\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11285_J8eVYy5q4QY.aac extracted.\n",
      "Processing Line #10726\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11286_RZSrIe9CrLM.aac extracted.\n",
      "Processing Line #10727\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11287_PpBND1lWEZk.aac extracted.\n",
      "Processing Line #10728\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11288_EccgQj1WV6M.aac extracted.\n",
      "Processing Line #10729\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11289_SllQ8m6NjBs.aac extracted.\n",
      "Processing Line #10730\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11290_D_j2VXxbojY.aac extracted.\n",
      "Processing Line #10731\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11291_NHic3_6KYfM.aac extracted.\n",
      "Processing Line #10732\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11292_YPmn1rxyU8g.aac extracted.\n",
      "Processing Line #10733\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11293_4NTiIPWRufA.aac extracted.\n",
      "Processing Line #10734\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11294_K9kTWqVtAH0.aac extracted.\n",
      "Processing Line #10735\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11295_PxlZPEHZRGo.aac extracted.\n",
      "Processing Line #10736\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11296_Jc_R_68vM5c.aac extracted.\n",
      "Processing Line #10737\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11298_9hPRtAe--ys.aac extracted.\n",
      "Processing Line #10738\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11299_GOhB95euLDE.aac extracted.\n",
      "Processing Line #10739\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11300_MZoSJ6blBRk.aac extracted.\n",
      "Processing Line #10740\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11302_gfxXRH-tV2U.aac extracted.\n",
      "Processing Line #10741\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11303_33ngUYmiGm0.aac extracted.\n",
      "Processing Line #10742\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11304_PEqaMX5rTfQ.aac extracted.\n",
      "Processing Line #10743\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11305_7BuvZEeXR6Y.aac extracted.\n",
      "Processing Line #10744\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11306_DRWjQe_N83A.aac extracted.\n",
      "Processing Line #10745\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11307_XiAYv1Q5CmI.aac extracted.\n",
      "Processing Line #10746\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11308_Snpw6cfOJkQ.aac extracted.\n",
      "Processing Line #10747\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11309_0sHasJJA9d0.aac extracted.\n",
      "Processing Line #10748\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11310_P0PbCdM5Big.aac extracted.\n",
      "Processing Line #10749\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11311_WWarhS30T_s.aac extracted.\n",
      "Processing Line #10750\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11312_T5WkmmxiJlw.aac extracted.\n",
      "Processing Line #10751\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11313_PynQ3GvF5J8.aac extracted.\n",
      "Processing Line #10752\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11314_2AvWyMhYgkM.aac extracted.\n",
      "Processing Line #10753\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11315_sMewmcIcI9w.aac extracted.\n",
      "Processing Line #10754\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11316_DAU-2i8-vr4.aac extracted.\n",
      "Processing Line #10755\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11317_N63FymJt6vw.aac extracted.\n",
      "Processing Line #10756\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11319_HvQPPXhvJ_Y.aac extracted.\n",
      "Processing Line #10757\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11320_8cRY7S7hnF0.aac extracted.\n",
      "Processing Line #10758\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11321_A7E01_FMX9E.aac extracted.\n",
      "Processing Line #10759\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11322_BkgRBZNV4Q0.aac extracted.\n",
      "Processing Line #10760\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11323_6rJA_w3p4O4.aac extracted.\n",
      "Processing Line #10761\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11324_9eFNC6jXrB0.aac extracted.\n",
      "Processing Line #10762\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11325_6c0PVYIV2FE.aac extracted.\n",
      "Processing Line #10763\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11326_BgXxjiy-ziw.aac extracted.\n",
      "Processing Line #10764\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11327_4xqvecbHr_A.aac extracted.\n",
      "Processing Line #10765\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11328_NhjHfJES1mQ.aac extracted.\n",
      "Processing Line #10766\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11329_MgjgffhhpVs.aac extracted.\n",
      "Processing Line #10767\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11330_OoBTNAlY0qc.aac extracted.\n",
      "Processing Line #10768\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11331_-TTibxLuqQo.aac extracted.\n",
      "Processing Line #10769\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11332_CGJhxXww9RU.aac extracted.\n",
      "Processing Line #10770\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11333_LuUk5HO-jIY.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10771\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11334_1nTt_OOAVZA.aac extracted.\n",
      "Processing Line #10772\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11335_GE7fETLlY-8.aac extracted.\n",
      "Processing Line #10773\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11336_Nt6TR3sBEI8.aac extracted.\n",
      "Processing Line #10774\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11337_50NJtOZ5qO4.aac extracted.\n",
      "Processing Line #10775\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11338_0BqINyy1Hrc.aac extracted.\n",
      "Processing Line #10776\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11339_NxkUlw2sqAM.aac extracted.\n",
      "Processing Line #10777\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11340_2ERZO4pgRNo.aac extracted.\n",
      "Processing Line #10778\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11341_YMpMJBRWXbQ.aac extracted.\n",
      "Processing Line #10779\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11342_SvtuWDF2IoU.aac extracted.\n",
      "Processing Line #10780\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11343_JqpBnYq1pnM.aac extracted.\n",
      "Processing Line #10781\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11344_aSz_WgLNPJQ.aac extracted.\n",
      "Processing Line #10782\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11345_5n8R-Htz0uE.aac extracted.\n",
      "Processing Line #10783\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11346_ClljN0qfK9o.aac extracted.\n",
      "Processing Line #10784\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11347_YKYBGCokY5g.aac extracted.\n",
      "Processing Line #10785\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11348_PsXEPsvhSqU.aac extracted.\n",
      "Processing Line #10786\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11349_D-9kojXug90.aac extracted.\n",
      "Processing Line #10787\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11350_3ktjLsrZ9Q4.aac extracted.\n",
      "Processing Line #10788\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11351_crdVSeiB9Tk.aac extracted.\n",
      "Processing Line #10789\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11352_PRj01d9dq_o.aac extracted.\n",
      "Processing Line #10790\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11353_hetJWGh6eqE.aac extracted.\n",
      "Processing Line #10791\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11354_C6rohe-t1iU.aac extracted.\n",
      "Processing Line #10792\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11355_K2EuMb92X7c.aac extracted.\n",
      "Processing Line #10793\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11356_OuK9zeD4kig.aac extracted.\n",
      "Processing Line #10794\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11357_YpceMhbnyQU.aac extracted.\n",
      "Processing Line #10795\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11358_n2uGfWET7AU.aac extracted.\n",
      "Processing Line #10796\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11359_9VMoLsCmCQE.aac extracted.\n",
      "Processing Line #10797\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11360_W91FtuVK2_E.aac extracted.\n",
      "Processing Line #10798\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11361_xB5ayMWljlk.aac extracted.\n",
      "Processing Line #10799\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11362_ZjfAsfEV7Vs.aac extracted.\n",
      "Processing Line #10800\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11363_XOfR-13OThM.aac extracted.\n",
      "Processing Line #10801\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11365_50x_YCoSnIE.aac extracted.\n",
      "Processing Line #10802\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11366_6Q5wl8EzONo.aac extracted.\n",
      "Processing Line #10803\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11367_6N36Ym7cMm0.aac extracted.\n",
      "Processing Line #10804\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11368_MGZgC343fWg.aac extracted.\n",
      "Processing Line #10805\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11369_NaDKgYadkfE.aac extracted.\n",
      "Processing Line #10806\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11370_K4I4q3XRlXE.aac extracted.\n",
      "Processing Line #10807\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11371_4X0YdEumX6k.aac extracted.\n",
      "Processing Line #10808\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11372_0-4IBRA02K8.aac extracted.\n",
      "Processing Line #10809\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11373_7M8CtoiLIhs.aac extracted.\n",
      "Processing Line #10810\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11374_CKxlsWvaKOc.aac extracted.\n",
      "Processing Line #10811\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11375_MjvCxGG_Pj8.aac extracted.\n",
      "Processing Line #10812\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11376_Cv6mX-eGG3o.aac extracted.\n",
      "Processing Line #10813\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11377_9IeMuY-MzlU.aac extracted.\n",
      "Processing Line #10814\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11378_Zajazlk0Hu0.aac extracted.\n",
      "Processing Line #10815\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11379_nQy5YuL-W6A.aac extracted.\n",
      "Processing Line #10816\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11380__uhyaOAodWQ.aac extracted.\n",
      "Processing Line #10817\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11381_DawgOshVX38.aac extracted.\n",
      "Processing Line #10818\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11382_UwVsZi5RRuc.aac extracted.\n",
      "Processing Line #10819\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11383_SIRtKEm0rjM.aac extracted.\n",
      "Processing Line #10820\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11384_TbNKpHRSzVc.aac extracted.\n",
      "Processing Line #10821\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11386_VKk4Ms_M6JQ.aac extracted.\n",
      "Processing Line #10822\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11387_88ijmfzMRNo.aac extracted.\n",
      "Processing Line #10823\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11388_-QFc1-0QD68.aac extracted.\n",
      "Processing Line #10824\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11389_YmhiXQonJpk.aac extracted.\n",
      "Processing Line #10825\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11390_CMNlIW6Lkwc.aac extracted.\n",
      "Processing Line #10826\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11391_73FfGYOcAMk.aac extracted.\n",
      "Processing Line #10827\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11392_K2PyWUNZdHE.aac extracted.\n",
      "Processing Line #10828\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11393_74gZ_jBKbzY.aac extracted.\n",
      "Processing Line #10829\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11394_CsjWzXhJ4Ow.aac extracted.\n",
      "Processing Line #10830\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11395_6CrK4Gvr1bw.aac extracted.\n",
      "Processing Line #10831\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11396_6vnRbHEfWHo.aac extracted.\n",
      "Processing Line #10832\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11397_eVeMnxrVAKI.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10833\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11398_HaKqENh4cp0.aac extracted.\n",
      "Processing Line #10834\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11399_8rwrbDUH6uM.aac extracted.\n",
      "Processing Line #10835\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11400_mMtz47BMe70.aac extracted.\n",
      "Processing Line #10836\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11401_H6pqewRQ_sg.aac extracted.\n",
      "Processing Line #10837\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11402_PUJYW1Np_t4.aac extracted.\n",
      "Processing Line #10838\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11403_ZatA1G8A_ec.aac extracted.\n",
      "Processing Line #10839\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11405_HqbTAtNuL6Y.aac extracted.\n",
      "Processing Line #10840\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11406_rfM-Fpc8ofM.aac extracted.\n",
      "Processing Line #10841\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11407_XyhP040uMcI.aac extracted.\n",
      "Processing Line #10842\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11408_FmXRonhFnvo.aac extracted.\n",
      "Processing Line #10843\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11409_OwkyPYIfmOg.aac extracted.\n",
      "Processing Line #10844\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11410_U2KC9rij2Gs.aac extracted.\n",
      "Processing Line #10845\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11411_NVzxohzcni8.aac extracted.\n",
      "Processing Line #10846\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11412_4uA1k8m0PmE.aac extracted.\n",
      "Processing Line #10847\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11413_ChbA7ZYQ7g4.aac extracted.\n",
      "Processing Line #10848\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11414_27Ia83p6rA4.aac extracted.\n",
      "Processing Line #10849\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11415_SqHYPKuw-jw.aac extracted.\n",
      "Processing Line #10850\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11416_Fl2WJbInWW4.aac extracted.\n",
      "Processing Line #10851\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11417_I1sE_P3_OkU.aac extracted.\n",
      "Processing Line #10852\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11418_8aYBID0muwQ.aac extracted.\n",
      "Processing Line #10853\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11419_KE5tI-xYTmo.aac extracted.\n",
      "Processing Line #10854\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11420_19qNZuPUkcY.aac extracted.\n",
      "Processing Line #10855\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11421_5rJULHMMt7Y.aac extracted.\n",
      "Processing Line #10856\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11422_Flx4weDlM68.aac extracted.\n",
      "Processing Line #10857\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11423_4S3dEhCfy3Y.aac extracted.\n",
      "Processing Line #10858\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11424_TMMP6bWMWto.aac extracted.\n",
      "Processing Line #10859\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11425_LmXa1u0mm0A.aac extracted.\n",
      "Processing Line #10860\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11426_KVwYxmRyUlY.aac extracted.\n",
      "Processing Line #10861\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11427_4lNsWi99V5Y.aac extracted.\n",
      "Processing Line #10862\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11428_7FJNYg1D4Bs.aac extracted.\n",
      "Processing Line #10863\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11429_Ishmv9RnBSs.aac extracted.\n",
      "Processing Line #10864\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11430_NklvcOBYvEo.aac extracted.\n",
      "Processing Line #10865\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11431_2QX7_GceNp4.aac extracted.\n",
      "Processing Line #10866\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11432_EbBnmvUFhEw.aac extracted.\n",
      "Processing Line #10867\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11433_P0SWuMWq6LQ.aac extracted.\n",
      "Processing Line #10868\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11434_HnK-atqtG3w.aac extracted.\n",
      "Processing Line #10869\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11435_B8Fowlh71-M.aac extracted.\n",
      "Processing Line #10870\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11436_3tUThedOHgs.aac extracted.\n",
      "Processing Line #10871\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11437_UnTv_qUpfF0.aac extracted.\n",
      "Processing Line #10872\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11438_WiVLZGN6jkU.aac extracted.\n",
      "Processing Line #10873\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11439_YlMdf5pQ-TM.aac extracted.\n",
      "Processing Line #10874\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11440_9CxBeHs1dXY.aac extracted.\n",
      "Processing Line #10875\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11441_BArGupQhId8.aac extracted.\n",
      "Processing Line #10876\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11442_5UttiEguxs0.aac extracted.\n",
      "Processing Line #10877\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11443_cuaPe4GHzfU.aac extracted.\n",
      "Processing Line #10878\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11444_9tzaK38fOqc.aac extracted.\n",
      "Processing Line #10879\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11445_1y18ync-kLA.aac extracted.\n",
      "Processing Line #10880\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11446_-NCShvdIlTo.aac extracted.\n",
      "Processing Line #10881\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11447_OGKkX7hf8gQ.aac extracted.\n",
      "Processing Line #10882\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11448_SX4eWEdAQ0Y.aac extracted.\n",
      "Processing Line #10883\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11449_SSvx7pLqilw.aac extracted.\n",
      "Processing Line #10884\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11450_U-b78Zc45GA.aac extracted.\n",
      "Processing Line #10885\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11451_Ift6XjEAhTs.aac extracted.\n",
      "Processing Line #10886\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11452_5zX3cmlLxwI.aac extracted.\n",
      "Processing Line #10887\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11453_N3hU6tyyr0o.aac extracted.\n",
      "Processing Line #10888\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11454_PLNguAAf7P0.aac extracted.\n",
      "Processing Line #10889\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11455_FTPLIbmvoSs.aac extracted.\n",
      "Processing Line #10890\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11456_0qERZHsSX6I.aac extracted.\n",
      "Processing Line #10891\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11457_9zW0p-YlMhQ.aac extracted.\n",
      "Processing Line #10892\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11458_9grkIWgW-04.aac extracted.\n",
      "Processing Line #10893\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11459_5xatuG6RWRE.aac extracted.\n",
      "Processing Line #10894\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11460_SgS19R3ZdkU.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #10895\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11461_PihCFwhKuG8.aac extracted.\n",
      "Processing Line #10896\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11462_8YZFDDb-pOQ.aac extracted.\n",
      "Processing Line #10897\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11463_FJDc0SkYLQU.aac extracted.\n",
      "Processing Line #10898\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11464_FSG6NMJBK_I.aac extracted.\n",
      "Processing Line #10899\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11465_B-ezQLvtD0A.aac extracted.\n",
      "Processing Line #10900\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11466_S_pwf0CPv4A.aac extracted.\n",
      "Processing Line #10901\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11467_2RQxyZ6HDgo.aac extracted.\n",
      "Processing Line #10902\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11468_KHYxlhJVEb4.aac extracted.\n",
      "Processing Line #10903\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11469_SXuVBk-tCRA.aac extracted.\n",
      "Processing Line #10904\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11470_e4WQpMlpm4w.aac extracted.\n",
      "Processing Line #10905\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11471_AR2s-_o6AcA.aac extracted.\n",
      "Processing Line #10906\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11472_6iZ6M_pP39Y.aac extracted.\n",
      "Processing Line #10907\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11473_XpW0TvrMswY.aac extracted.\n",
      "Processing Line #10908\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11474_xSPizZkxMfc.aac extracted.\n",
      "Processing Line #10909\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11475_479n1B4Rsk4.aac extracted.\n",
      "Processing Line #10910\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11476_MXOe4NZQCvg.aac extracted.\n",
      "Processing Line #10911\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11477_PkSIiC5xkgs.aac extracted.\n",
      "Processing Line #10912\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11479_68lP2hkEzHI.aac extracted.\n",
      "Processing Line #10913\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11480_1a9TC7b8urY.aac extracted.\n",
      "Processing Line #10914\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11481_91d7U4ubGYk.aac extracted.\n",
      "Processing Line #10915\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11482_Touw1z9JLl4.aac extracted.\n",
      "Processing Line #10916\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11483_E3WjOBa0Kyo.aac extracted.\n",
      "Processing Line #10917\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11484_MFXXFcTRyYA.aac extracted.\n",
      "Processing Line #10918\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11485_B_FNkqkZ8cE.aac extracted.\n",
      "Processing Line #10919\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11486_4eQ9GIKZg2A.aac extracted.\n",
      "Processing Line #10920\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11487_YR_bRSfxcQo.aac extracted.\n",
      "Processing Line #10921\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11488_AAyGr6PkQCI.aac extracted.\n",
      "Processing Line #10922\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11489_7tzxnHGNxOw.aac extracted.\n",
      "Processing Line #10923\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11490_HUB7qKvJCGo.aac extracted.\n",
      "Processing Line #10924\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11491_4FBO6AKQgxk.aac extracted.\n",
      "Processing Line #10925\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11492_9m8vpgI0x5A.aac extracted.\n",
      "Processing Line #10926\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11493_cq0WUzg2GYk.aac extracted.\n",
      "Processing Line #10927\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11494_BLcfIzqNLuk.aac extracted.\n",
      "Processing Line #10928\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11495_74ucuPN5s2Q.aac extracted.\n",
      "Processing Line #10929\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11496_93hg5qtZdv8.aac extracted.\n",
      "Processing Line #10930\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11497_jzUqhGRU2Bk.aac extracted.\n",
      "Processing Line #10931\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11498_6SyW0eBDVnA.aac extracted.\n",
      "Processing Line #10932\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11499_-k1otuRNOfc.aac extracted.\n",
      "Processing Line #10933\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11501_T0BJCPrQ2SM.aac extracted.\n",
      "Processing Line #10934\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11502_L4PNRMCLMjw.aac extracted.\n",
      "Processing Line #10935\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11503_ZNYESSXWKTo.aac extracted.\n",
      "Processing Line #10936\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11504_QyeecrcEiXo.aac extracted.\n",
      "Processing Line #10937\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11505_ROJ3NiOO2rQ.aac extracted.\n",
      "Processing Line #10938\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11506_BYYlBKou3SE.aac extracted.\n",
      "Processing Line #10939\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11507_jpjES8cDDVs.aac extracted.\n",
      "Processing Line #10940\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11508_2Y_TDafiqow.aac extracted.\n",
      "Processing Line #10941\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11509_siFjXDoc4K4.aac extracted.\n",
      "Processing Line #10942\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11510_yiUjTimfsHE.aac extracted.\n",
      "Processing Line #10943\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11511_NX302uFCgNU.aac extracted.\n",
      "Processing Line #10944\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11512_Vuex1lUNDE8.aac extracted.\n",
      "Processing Line #10945\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11513_RvDOrM3bYzE.aac extracted.\n",
      "Processing Line #10946\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11514_Xxq_xigh_9w.aac extracted.\n",
      "Processing Line #10947\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11515__T20hJSaBl8.aac extracted.\n",
      "Processing Line #10948\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11516_HR9eRE54Id0.aac extracted.\n",
      "Processing Line #10949\n",
      "features for /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/11517__E6LHY-EMIY.aac extracted.\n",
      "Features of =  (10950, 60, 420)\n",
      "Labels of =  (10950, 7)\n",
      "Saved /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/2000features/cnn/_x.npy\n",
      "Saved /home/rabreu/projeto_multimodal/data/2000unbalanced_train/audio/2000features/cnn/_y.npy\n",
      "Processing Line #0\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/0_-22tna7KHzI.aac extracted.\n",
      "Processing Line #1\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/1_-3-4qmWSJXU.aac extracted.\n",
      "Processing Line #2\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/2_-3rHVsIj1M8.aac extracted.\n",
      "Processing Line #3\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/3_-95a1RB0jHs.aac extracted.\n",
      "Processing Line #4\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/4_-StCvzCSVdA.aac extracted.\n",
      "Processing Line #5\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/5_-USpijVx_aI.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #6\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/7_-Z1ZSWDouUU.aac extracted.\n",
      "Processing Line #7\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/8_-inB65exXFU.aac extracted.\n",
      "Processing Line #8\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/9_-mt3Oo7t3aw.aac extracted.\n",
      "Processing Line #9\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/10_-pSCyvWA9iM.aac extracted.\n",
      "Processing Line #10\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/11_0439dMJj-FY.aac extracted.\n",
      "Processing Line #11\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/12_0BauNGmZtTU.aac extracted.\n",
      "Processing Line #12\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/13_0N6S5OoG7Vg.aac extracted.\n",
      "Processing Line #13\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/14_0NZLG7HMiLg.aac extracted.\n",
      "Processing Line #14\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/15_0QTme5iyg4A.aac extracted.\n",
      "Processing Line #15\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/16_0QdEYUt4LL8.aac extracted.\n",
      "Processing Line #16\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/17_0XSNrKgA94g.aac extracted.\n",
      "Processing Line #17\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/18_0YTieIiZNN4.aac extracted.\n",
      "Processing Line #18\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/19_0w7pCxwXzVc.aac extracted.\n",
      "Processing Line #19\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/20_1009ux1xbkg.aac extracted.\n",
      "Processing Line #20\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/23_1De-OI8YG-M.aac extracted.\n",
      "Processing Line #21\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/24_1J_j6c2uQaM.aac extracted.\n",
      "Processing Line #22\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/25_1NkUBIl2Plw.aac extracted.\n",
      "Processing Line #23\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/26_1On2yNySbZ0.aac extracted.\n",
      "Processing Line #24\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/27_1QtsF8qkX1Y.aac extracted.\n",
      "Processing Line #25\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/28_1U38Q2MpYM4.aac extracted.\n",
      "Processing Line #26\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/29_1W4p9dUBNkA.aac extracted.\n",
      "Processing Line #27\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/30_1XO0SqsZhHU.aac extracted.\n",
      "Processing Line #28\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/31_1Y2YtG9EX-g.aac extracted.\n",
      "Processing Line #29\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/32_1ZEzs9zmZaU.aac extracted.\n",
      "Processing Line #30\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/33_1a0v-9eNHS0.aac extracted.\n",
      "Processing Line #31\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/34_1owKdIYYYeg.aac extracted.\n",
      "Processing Line #32\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/36_1xRv-LwycNA.aac extracted.\n",
      "Processing Line #33\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/37_209LviaOJL0.aac extracted.\n",
      "Processing Line #34\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/38_2A63oYgod8Y.aac extracted.\n",
      "Processing Line #35\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/39_2UXH7NW9ae8.aac extracted.\n",
      "Processing Line #36\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/40_2W4dw8XuetE.aac extracted.\n",
      "Processing Line #37\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/41_2ffgd7k0vI8.aac extracted.\n",
      "Processing Line #38\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/43_3-QgZPCM4nk.aac extracted.\n",
      "Processing Line #39\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/44_3M9qo2FUqKg.aac extracted.\n",
      "Processing Line #40\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/45_3OlQmVVOzbQ.aac extracted.\n",
      "Processing Line #41\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/46_3PfWjclBA5I.aac extracted.\n",
      "Processing Line #42\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/47_3T8XhCkaA8M.aac extracted.\n",
      "Processing Line #43\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/48_3d6ismCJdos.aac extracted.\n",
      "Processing Line #44\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/49_3ptxRyVuU0w.aac extracted.\n",
      "Processing Line #45\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/50_3t6pqBKV0kY.aac extracted.\n",
      "Processing Line #46\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/51_3yt8xEb1VXA.aac extracted.\n",
      "Processing Line #47\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/52_3ziIRrklTNg.aac extracted.\n",
      "Processing Line #48\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/53_48Jgt4igVEI.aac extracted.\n",
      "Processing Line #49\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/54_48zE-hRAYEA.aac extracted.\n",
      "Processing Line #50\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/55_4BO6EbCTKwM.aac extracted.\n",
      "Processing Line #51\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/56_4GsJe7tvsl0.aac extracted.\n",
      "Processing Line #52\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/57_4KEmXh9FmmI.aac extracted.\n",
      "Processing Line #53\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/58_4ewhrrQCJic.aac extracted.\n",
      "Processing Line #54\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/59_4ezo771lGts.aac extracted.\n",
      "Processing Line #55\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/60_4kq5i-xUqaM.aac extracted.\n",
      "Processing Line #56\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/61_4mepgCDbq6A.aac extracted.\n",
      "Processing Line #57\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/62_4tnwJe6vvrE.aac extracted.\n",
      "Processing Line #58\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/63_52P29_VwBT0.aac extracted.\n",
      "Processing Line #59\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/65_5B29CwNwULU.aac extracted.\n",
      "Processing Line #60\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/66_5GLnohP0IkU.aac extracted.\n",
      "Processing Line #61\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/67_5Qv2VEX9iyI.aac extracted.\n",
      "Processing Line #62\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/68_5S9W9-nTgLE.aac extracted.\n",
      "Processing Line #63\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/69_5YrFCAsnhJM.aac extracted.\n",
      "Processing Line #64\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/71_5hSnO76tkIM.aac extracted.\n",
      "Processing Line #65\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/72_5l-SoHOFw_c.aac extracted.\n",
      "Processing Line #66\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/73_5su1M6NdG-I.aac extracted.\n",
      "Processing Line #67\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/74_65CTVvK_mjE.aac extracted.\n",
      "Processing Line #68\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/75_6IJWGktn2mw.aac extracted.\n",
      "Processing Line #69\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/76_6SVS8wrJ1yY.aac extracted.\n",
      "Processing Line #70\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/77_6agTJDB5lno.aac extracted.\n",
      "Processing Line #71\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/78_6vlK5YIeFQE.aac extracted.\n",
      "Processing Line #72\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/79_74MFxrG2aSI.aac extracted.\n",
      "Processing Line #73\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/80_7CTzN_wSb6g.aac extracted.\n",
      "Processing Line #74\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/81_7LoVjl-6wlc.aac extracted.\n",
      "Processing Line #75\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/82_7OyCsvavJNA.aac extracted.\n",
      "Processing Line #76\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/83_7R8QaecvJzA.aac extracted.\n",
      "Processing Line #77\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/84_7RlyBtFDd98.aac extracted.\n",
      "Processing Line #78\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/85_7Zdx0YrzHVk.aac extracted.\n",
      "Processing Line #79\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/86_7g6aZTBe2xE.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #80\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/87_82GoiIMS6Ig.aac extracted.\n",
      "Processing Line #81\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/88_8FKt2XR3W-U.aac extracted.\n",
      "Processing Line #82\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/89_8QntTInSS1A.aac extracted.\n",
      "Processing Line #83\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/90_8RjJvfW0Q3M.aac extracted.\n",
      "Processing Line #84\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/91_8bB2BcjSzBU.aac extracted.\n",
      "Processing Line #85\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/94_8sd513xQzV4.aac extracted.\n",
      "Processing Line #86\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/95_96HJ2f5dj6U.aac extracted.\n",
      "Processing Line #87\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/96_9F1Tw0VnG38.aac extracted.\n",
      "Processing Line #88\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/97_9L21uB0nyq0.aac extracted.\n",
      "Processing Line #89\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/98_9_L9CXHPd9M.aac extracted.\n",
      "Processing Line #90\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/99_9_q88T-xmPg.aac extracted.\n",
      "Processing Line #91\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/100_9kyrVsiNZOU.aac extracted.\n",
      "Processing Line #92\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/102_9q2xqtfEgdo.aac extracted.\n",
      "Processing Line #93\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/103_A-OZ4_eEMRo.aac extracted.\n",
      "Processing Line #94\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/104_A-QYRlK7cd8.aac extracted.\n",
      "Processing Line #95\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/105_A58jDX8MIbs.aac extracted.\n",
      "Processing Line #96\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/106_A67lyBRPevM.aac extracted.\n",
      "Processing Line #97\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/107_A6p86Kp6tDE.aac extracted.\n",
      "Processing Line #98\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/108_A74lbeD1k1o.aac extracted.\n",
      "Processing Line #99\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/109_AA0N8XMqx9s.aac extracted.\n",
      "Processing Line #100\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/110_ACPEFXeCx9k.aac extracted.\n",
      "Processing Line #101\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/111_AHm_49I6rzM.aac extracted.\n",
      "Processing Line #102\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/112_ARCyuCLGlmc.aac extracted.\n",
      "Processing Line #103\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/113_AS0PySOANPo.aac extracted.\n",
      "Processing Line #104\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/114_AUbQtsMg0uk.aac extracted.\n",
      "Processing Line #105\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/115_Adwb_rxQRXI.aac extracted.\n",
      "Processing Line #106\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/116_AiO_W8zTBbc.aac extracted.\n",
      "Processing Line #107\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/117_AkUDv7JexjQ.aac extracted.\n",
      "Processing Line #108\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/118_Akmt_1N_tuU.aac extracted.\n",
      "Processing Line #109\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/119_Ar-qKACbnkg.aac extracted.\n",
      "Processing Line #110\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/120_B-60jGEds7M.aac extracted.\n",
      "Processing Line #111\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/122_B8_Y9qmHFWQ.aac extracted.\n",
      "Processing Line #112\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/123_BCzUvCRiBZs.aac extracted.\n",
      "Processing Line #113\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/124_BGD7J6MP2C8.aac extracted.\n",
      "Processing Line #114\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/125_BGvzmOAtSGM.aac extracted.\n",
      "Processing Line #115\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/126_BI_Llv8hnC0.aac extracted.\n",
      "Processing Line #116\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/127_BQ86IY0M860.aac extracted.\n",
      "Processing Line #117\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/128_BUREX8aFbMs.aac extracted.\n",
      "Processing Line #118\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/129_BWUhxRliOHg.aac extracted.\n",
      "Processing Line #119\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/130_BWuqZrnhPaI.aac extracted.\n",
      "Processing Line #120\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/131_BbedVdUH4LA.aac extracted.\n",
      "Processing Line #121\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/132_Bdz-NtAD2SU.aac extracted.\n",
      "Processing Line #122\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/133_BuK7qr_TY3g.aac extracted.\n",
      "Processing Line #123\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/134_C0WrPy_cSn4.aac extracted.\n",
      "Processing Line #124\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/135_C3yqIuEs_zQ.aac extracted.\n",
      "Processing Line #125\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/136_C4tnmwJ_CzY.aac extracted.\n",
      "Processing Line #126\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/137_CKn1FuB53KU.aac extracted.\n",
      "Processing Line #127\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/138_CL4zOl9sgEE.aac extracted.\n",
      "Processing Line #128\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/139_CNeOyoJK5EE.aac extracted.\n",
      "Processing Line #129\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/140_CXISjTeWfTE.aac extracted.\n",
      "Processing Line #130\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/141_CZlQbIE6FXQ.aac extracted.\n",
      "Processing Line #131\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/142_C_1vUaruCYI.aac extracted.\n",
      "Processing Line #132\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/143_CiSmL4nmic0.aac extracted.\n",
      "Processing Line #133\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/144_CkutJYIfghs.aac extracted.\n",
      "Processing Line #134\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/145_Cp27zx62zRE.aac extracted.\n",
      "Processing Line #135\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/146_CuW5g2Gf-U8.aac extracted.\n",
      "Processing Line #136\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/148_CyiglXHqbNw.aac extracted.\n",
      "Processing Line #137\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/149_D8G6YuWL230.aac extracted.\n",
      "Processing Line #138\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/150_DF0AL3gaNLQ.aac extracted.\n",
      "Processing Line #139\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/151_DFyT6oOccoM.aac extracted.\n",
      "Processing Line #140\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/152_DG3jA6Fswak.aac extracted.\n",
      "Processing Line #141\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/154_DIkH3opVS8o.aac extracted.\n",
      "Processing Line #142\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/155_DIxTruxPbdk.aac extracted.\n",
      "Processing Line #143\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/156_DK1tZljrwAc.aac extracted.\n",
      "Processing Line #144\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/157_DKN30Bwf_HQ.aac extracted.\n",
      "Processing Line #145\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/158_DLMKy0_82iw.aac extracted.\n",
      "Processing Line #146\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/159_DSGMDArb1QI.aac extracted.\n",
      "Processing Line #147\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/160_D_GfvnDbRJk.aac extracted.\n",
      "Processing Line #148\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/161_D_MavKxL6oc.aac extracted.\n",
      "Processing Line #149\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/162_DfqTZNWTpfg.aac extracted.\n",
      "Processing Line #150\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/163_Dj9gyAoqmQ0.aac extracted.\n",
      "Processing Line #151\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/164_DlfBveCOS_A.aac extracted.\n",
      "Processing Line #152\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/165_DukgqTCrGhs.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #153\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/166_E9ulxBBGUVc.aac extracted.\n",
      "Processing Line #154\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/167_EAHbMk015Rw.aac extracted.\n",
      "Processing Line #155\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/168_EoquowIMQWA.aac extracted.\n",
      "Processing Line #156\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/169_Ev-JWIcNW7A.aac extracted.\n",
      "Processing Line #157\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/170_EvJzWmX4Vrc.aac extracted.\n",
      "Processing Line #158\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/171_EzXThJXRdbI.aac extracted.\n",
      "Processing Line #159\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/172_EzfZMHnL1o8.aac extracted.\n",
      "Processing Line #160\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/173_F-Ly8CI7-Pc.aac extracted.\n",
      "Processing Line #161\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/174_FPmtQAIfLBQ.aac extracted.\n",
      "Processing Line #162\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/175_FxazUcUfh1o.aac extracted.\n",
      "Processing Line #163\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/177_Fz99QvWup20.aac extracted.\n",
      "Processing Line #164\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/178_G3GR-m8Q3Zk.aac extracted.\n",
      "Processing Line #165\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/179_GCVw4MarbJE.aac extracted.\n",
      "Processing Line #166\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/180_GHowpWCU9Lo.aac extracted.\n",
      "Processing Line #167\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/181_GL09sLcKW4M.aac extracted.\n",
      "Processing Line #168\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/182_GNYKzDo4w7w.aac extracted.\n",
      "Processing Line #169\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/183_GnyNSwKxeE8.aac extracted.\n",
      "Processing Line #170\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/184_GtPLlcyLykQ.aac extracted.\n",
      "Processing Line #171\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/185_GtZEBM9fBts.aac extracted.\n",
      "Processing Line #172\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/186_GxnUY0u8fY8.aac extracted.\n",
      "Processing Line #173\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/187_H0MTqgT8UkU.aac extracted.\n",
      "Processing Line #174\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/188_HAKTtmFemxQ.aac extracted.\n",
      "Processing Line #175\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/189_HV1J_actdHE.aac extracted.\n",
      "Processing Line #176\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/190_HWjQnxlvwa0.aac extracted.\n",
      "Processing Line #177\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/191_Hfa-bfdZtKI.aac extracted.\n",
      "Processing Line #178\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/192_Hjj6LamDw20.aac extracted.\n",
      "Processing Line #179\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/194_Hp-9hVWWpIw.aac extracted.\n",
      "Processing Line #180\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/195_HplcVmJhuIc.aac extracted.\n",
      "Processing Line #181\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/196_HqF7uiKEjUA.aac extracted.\n",
      "Processing Line #182\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/197_HvyXGNx_jYc.aac extracted.\n",
      "Processing Line #183\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/198_HwaeZS9P6GI.aac extracted.\n",
      "Processing Line #184\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/199_IArDDikQbAg.aac extracted.\n",
      "Processing Line #185\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/201_IMM7s5RRqT4.aac extracted.\n",
      "Processing Line #186\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/202_IXM05dPfKmo.aac extracted.\n",
      "Processing Line #187\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/203_IckvLvmXEBk.aac extracted.\n",
      "Processing Line #188\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/204_Ipg2tCPMPOM.aac extracted.\n",
      "Processing Line #189\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/205_Iyf2C0_SwuQ.aac extracted.\n",
      "Processing Line #190\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/207_JKCvfKjTZX8.aac extracted.\n",
      "Processing Line #191\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/208_JNDvDfDQnJQ.aac extracted.\n",
      "Processing Line #192\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/209_JP8ADbtN1UI.aac extracted.\n",
      "Processing Line #193\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/210_JaTfqRN3IrM.aac extracted.\n",
      "Processing Line #194\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/211_JcqeR7BgSUQ.aac extracted.\n",
      "Processing Line #195\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/212_Jd9x5dQKzEM.aac extracted.\n",
      "Processing Line #196\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/213_Jh-upSoOqTc.aac extracted.\n",
      "Processing Line #197\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/215_JocAxXHMaVw.aac extracted.\n",
      "Processing Line #198\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/216_Jt9JrcW5ais.aac extracted.\n",
      "Processing Line #199\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/217_JtlBTAm3ImM.aac extracted.\n",
      "Processing Line #200\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/218_K3CenN7d30Y.aac extracted.\n",
      "Processing Line #201\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/219_K7EITkM8vFI.aac extracted.\n",
      "Processing Line #202\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/220_KMrpYyZNpWw.aac extracted.\n",
      "Processing Line #203\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/221_KN-SPK4PB3k.aac extracted.\n",
      "Processing Line #204\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/222_KY9ri-UOoLo.aac extracted.\n",
      "Processing Line #205\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/223_KcC_g1wPovM.aac extracted.\n",
      "Processing Line #206\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/224_Ke1oAMn5aXE.aac extracted.\n",
      "Processing Line #207\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/226_KjGMB5wI-YE.aac extracted.\n",
      "Processing Line #208\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/227_L2SI789JKPQ.aac extracted.\n",
      "Processing Line #209\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/229_LIPprUxFap8.aac extracted.\n",
      "Processing Line #210\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/230_LJ3Amz87cys.aac extracted.\n",
      "Processing Line #211\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/231_LK0um3j89a0.aac extracted.\n",
      "Processing Line #212\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/232_LUtNzzGM2XU.aac extracted.\n",
      "Processing Line #213\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/233_LZFfZoHh-Vs.aac extracted.\n",
      "Processing Line #214\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/234_LmtTU7Ihc4M.aac extracted.\n",
      "Processing Line #215\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/235_LuJyXlL3S_M.aac extracted.\n",
      "Processing Line #216\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/236_LvHVrKhkKBE.aac extracted.\n",
      "Processing Line #217\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/237_M7rGKqfZh6k.aac extracted.\n",
      "Processing Line #218\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/238_MECAfSOzUY8.aac extracted.\n",
      "Processing Line #219\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/239_MMB2VR0087w.aac extracted.\n",
      "Processing Line #220\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/240_Mgd0Hsgl8gU.aac extracted.\n",
      "Processing Line #221\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/241_MjTuAV036yY.aac extracted.\n",
      "Processing Line #222\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/242_MnEZwnRuQR8.aac extracted.\n",
      "Processing Line #223\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/243_MrHp70quN94.aac extracted.\n",
      "Processing Line #224\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/244_Mt8jQmWWmEE.aac extracted.\n",
      "Processing Line #225\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/246_ND5nBdo7Lwo.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #226\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/247_NDLPoJsqqoA.aac extracted.\n",
      "Processing Line #227\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/248_NWzLu1xRyK4.aac extracted.\n",
      "Processing Line #228\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/249_NmjotvipT-w.aac extracted.\n",
      "Processing Line #229\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/250_NtlnhSzHhss.aac extracted.\n",
      "Processing Line #230\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/251_NvzT72qSSIE.aac extracted.\n",
      "Processing Line #231\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/252_O-VVb8Ag49g.aac extracted.\n",
      "Processing Line #232\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/253_O99ncoIkg2U.aac extracted.\n",
      "Processing Line #233\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/254_OK2wE2xkGTM.aac extracted.\n",
      "Processing Line #234\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/255_OLyf5vmZmJA.aac extracted.\n",
      "Processing Line #235\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/256_OnRh-5IRG3A.aac extracted.\n",
      "Processing Line #236\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/257_OrSfdkVVbOQ.aac extracted.\n",
      "Processing Line #237\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/258_OruXpELHHkA.aac extracted.\n",
      "Processing Line #238\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/259_OuvUTzK6Ix4.aac extracted.\n",
      "Processing Line #239\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/260_OwkOp5fVJK4.aac extracted.\n",
      "Processing Line #240\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/261_PD9qAU6kazY.aac extracted.\n",
      "Processing Line #241\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/262_PHTgkVM0o0k.aac extracted.\n",
      "Processing Line #242\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/263_PItHoRxTZyk.aac extracted.\n",
      "Processing Line #243\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/264_PM_SMJyrX7g.aac extracted.\n",
      "Processing Line #244\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/265_POuhGn61ZR8.aac extracted.\n",
      "Processing Line #245\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/266_PaRszXlUH4A.aac extracted.\n",
      "Processing Line #246\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/267_PdnT3daqlwQ.aac extracted.\n",
      "Processing Line #247\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/268_PpK09wcJWVE.aac extracted.\n",
      "Processing Line #248\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/269_PrWy40DYZQU.aac extracted.\n",
      "Processing Line #249\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/270_QI5VGU2pris.aac extracted.\n",
      "Processing Line #250\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/271_QOqlkqTR82Q.aac extracted.\n",
      "Processing Line #251\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/272_QP_ZCssCySw.aac extracted.\n",
      "Processing Line #252\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/273_QS31Gm9tIig.aac extracted.\n",
      "Processing Line #253\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/274_QZpgHrKXooc.aac extracted.\n",
      "Processing Line #254\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/275_QrUXDAhP3Fg.aac extracted.\n",
      "Processing Line #255\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/276_R-NkPYfN3wA.aac extracted.\n",
      "Processing Line #256\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/277_RHfFQSSPmCo.aac extracted.\n",
      "Processing Line #257\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/278_RIHnpHZpFcw.aac extracted.\n",
      "Processing Line #258\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/279_RLJYigWchf0.aac extracted.\n",
      "Processing Line #259\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/280_RN1ho4G-W0o.aac extracted.\n",
      "Processing Line #260\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/281_RPscbFkdUto.aac extracted.\n",
      "Processing Line #261\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/282_RWZ8sRgIWBk.aac extracted.\n",
      "Processing Line #262\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/283_RXSyVeHp2yA.aac extracted.\n",
      "Processing Line #263\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/284_RgfbjHz_UTo.aac extracted.\n",
      "Processing Line #264\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/285_Rqj5RZY-AK4.aac extracted.\n",
      "Processing Line #265\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/286_RzGho0_J5lM.aac extracted.\n",
      "Processing Line #266\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/287_S3Tw4FgKXXo.aac extracted.\n",
      "Processing Line #267\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/288_S8fjyxM7DgU.aac extracted.\n",
      "Processing Line #268\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/290_SJN5vcGGF4I.aac extracted.\n",
      "Processing Line #269\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/291_SLAmK__qyXM.aac extracted.\n",
      "Processing Line #270\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/292_SQ71Y_g116A.aac extracted.\n",
      "Processing Line #271\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/293_SRjsxeOWFnw.aac extracted.\n",
      "Processing Line #272\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/294_SdHsbNDd_zA.aac extracted.\n",
      "Processing Line #273\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/295_ShRnHJgseZc.aac extracted.\n",
      "Processing Line #274\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/296_SvRtOYGMWV8.aac extracted.\n",
      "Processing Line #275\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/297_Szwd-0tatdo.aac extracted.\n",
      "Processing Line #276\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/298_T2F6euNVT5Y.aac extracted.\n",
      "Processing Line #277\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/299_TB-SQhg1z9A.aac extracted.\n",
      "Processing Line #278\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/300_TC3Z6NuoFz8.aac extracted.\n",
      "Processing Line #279\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/301_TE8qRjbcsYg.aac extracted.\n",
      "Processing Line #280\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/302_Tc9sb71px5I.aac extracted.\n",
      "Processing Line #281\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/303_TjF7KY9R8Kc.aac extracted.\n",
      "Processing Line #282\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/305_TsJkj3BotEo.aac extracted.\n",
      "Processing Line #283\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/306_TxEAwc91Qos.aac extracted.\n",
      "Processing Line #284\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/307_U9o30JY6aYc.aac extracted.\n",
      "Processing Line #285\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/308_UBAlsmLwYn8.aac extracted.\n",
      "Processing Line #286\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/309_UM0jtD_OWLU.aac extracted.\n",
      "Processing Line #287\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/310_Uml273ueGDE.aac extracted.\n",
      "Processing Line #288\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/311_V-lj5QvZYBo.aac extracted.\n",
      "Processing Line #289\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/312_V2OjPsg7ydY.aac extracted.\n",
      "Processing Line #290\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/313_V3qChNAYuCQ.aac extracted.\n",
      "Processing Line #291\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/315_VEmOUHxessE.aac extracted.\n",
      "Processing Line #292\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/316_VHoOg4twnO0.aac extracted.\n",
      "Processing Line #293\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/318_Vdh_JIJCLxA.aac extracted.\n",
      "Processing Line #294\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/319_VdruTK0Xpik.aac extracted.\n",
      "Processing Line #295\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/320_VvpjmyUhvP0.aac extracted.\n",
      "Processing Line #296\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/321_Vw-veOw_YJg.aac extracted.\n",
      "Processing Line #297\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/322_W-daow-LojM.aac extracted.\n",
      "Processing Line #298\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/323_W8XlZWqklbY.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #299\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/324_W_xvBhJ4zEM.aac extracted.\n",
      "Processing Line #300\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/325_Wgu03JFYmQc.aac extracted.\n",
      "Processing Line #301\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/326_WtmvVWAwNrA.aac extracted.\n",
      "Processing Line #302\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/327_X0LgBnGmy1w.aac extracted.\n",
      "Processing Line #303\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/328_XH-3Ds2XG3I.aac extracted.\n",
      "Processing Line #304\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/329_XXye9fPaHbY.aac extracted.\n",
      "Processing Line #305\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/330_XYLYSGfujKw.aac extracted.\n",
      "Processing Line #306\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/331_X_iF5YWtfX4.aac extracted.\n",
      "Processing Line #307\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/332_XykxA0glDfo.aac extracted.\n",
      "Processing Line #308\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/333_XzsPKZf62G0.aac extracted.\n",
      "Processing Line #309\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/334_Y9R6T5C1Pps.aac extracted.\n",
      "Processing Line #310\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/335_YFwzNNEuOSY.aac extracted.\n",
      "Processing Line #311\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/336_YNfqO5oHGaA.aac extracted.\n",
      "Processing Line #312\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/337_YZ1h4yoBqZY.aac extracted.\n",
      "Processing Line #313\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/339_YfV9YjCSkYM.aac extracted.\n",
      "Processing Line #314\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/340_YjNQ5TGRChs.aac extracted.\n",
      "Processing Line #315\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/341_YsphDAFz1DA.aac extracted.\n",
      "Processing Line #316\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/343_Z7tQy6Mo_ik.aac extracted.\n",
      "Processing Line #317\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/344_ZBaYrfz5afo.aac extracted.\n",
      "Processing Line #318\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/345_ZC2-HlTYjqA.aac extracted.\n",
      "Processing Line #319\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/346_ZHksjiNWM-0.aac extracted.\n",
      "Processing Line #320\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/347_ZKocFGL8LIE.aac extracted.\n",
      "Processing Line #321\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/348_ZNHdW3ZOEWA.aac extracted.\n",
      "Processing Line #322\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/349_ZPBscuJXkO0.aac extracted.\n",
      "Processing Line #323\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/350_ZPO1zpDqQ8I.aac extracted.\n",
      "Processing Line #324\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/351_ZV66H3TvZGE.aac extracted.\n",
      "Processing Line #325\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/352_ZmCFKnBaTBw.aac extracted.\n",
      "Processing Line #326\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/353__3O_oBEzWAE.aac extracted.\n",
      "Processing Line #327\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/354__3yc8z3kXgg.aac extracted.\n",
      "Processing Line #328\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/355__F3mcLocpMw.aac extracted.\n",
      "Processing Line #329\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/356__IRW0owPIOA.aac extracted.\n",
      "Processing Line #330\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/357__SWnLeXatrw.aac extracted.\n",
      "Processing Line #331\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/358__Vgj16TXFdU.aac extracted.\n",
      "Processing Line #332\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/359__gesDZ5_rAg.aac extracted.\n",
      "Processing Line #333\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/360__s2eifpL3pM.aac extracted.\n",
      "Processing Line #334\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/361__xXjtC5N1-Q.aac extracted.\n",
      "Processing Line #335\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/362_aAnCOKxPgaA.aac extracted.\n",
      "Processing Line #336\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/363_aUvCj81_Sys.aac extracted.\n",
      "Processing Line #337\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/364_a_vVwOuMpS4.aac extracted.\n",
      "Processing Line #338\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/365_afvKRNCfIXA.aac extracted.\n",
      "Processing Line #339\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/366_ajMa6azANNw.aac extracted.\n",
      "Processing Line #340\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/367_amKlD9GdFvM.aac extracted.\n",
      "Processing Line #341\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/368_au036eve4s4.aac extracted.\n",
      "Processing Line #342\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/369_b3teffaC_eE.aac extracted.\n",
      "Processing Line #343\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/370_bMYhXjEJl_8.aac extracted.\n",
      "Processing Line #344\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/371_bOCkO_RtPIo.aac extracted.\n",
      "Processing Line #345\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/372_bOtUES6eNxs.aac extracted.\n",
      "Processing Line #346\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/373_bVPLdRReUZ8.aac extracted.\n",
      "Processing Line #347\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/374_bbO-1C_BP_k.aac extracted.\n",
      "Processing Line #348\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/376_bciLCctZfjE.aac extracted.\n",
      "Processing Line #349\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/377_bg9fsF7o0HY.aac extracted.\n",
      "Processing Line #350\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/378_blT66g8x458.aac extracted.\n",
      "Processing Line #351\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/379_bz20Ve-c1xI.aac extracted.\n",
      "Processing Line #352\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/380_c6VWQGFmNUE.aac extracted.\n",
      "Processing Line #353\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/381_c9k4tTlQwmU.aac extracted.\n",
      "Processing Line #354\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/382_cImwD_Vy7lI.aac extracted.\n",
      "Processing Line #355\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/383_cLMvr2qKG6Y.aac extracted.\n",
      "Processing Line #356\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/384_cNPwX7nKmOs.aac extracted.\n",
      "Processing Line #357\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/385_chjb1YwdgS4.aac extracted.\n",
      "Processing Line #358\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/387_cpjQzfkXoeA.aac extracted.\n",
      "Processing Line #359\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/388_cqeVEFFzz7E.aac extracted.\n",
      "Processing Line #360\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/389_cxw91PSTRq8.aac extracted.\n",
      "Processing Line #361\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/390_cy7yYRlsmwA.aac extracted.\n",
      "Processing Line #362\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/391_d3eq6JLipyk.aac extracted.\n",
      "Processing Line #363\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/392_d7I4Z5t8Xdo.aac extracted.\n",
      "Processing Line #364\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/393_dF4XD6bFsWY.aac extracted.\n",
      "Processing Line #365\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/394_dHM1QdoRmiU.aac extracted.\n",
      "Processing Line #366\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/395_dLRlnhW9_Pc.aac extracted.\n",
      "Processing Line #367\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/396_dMQANiWPPME.aac extracted.\n",
      "Processing Line #368\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/397_dP2M0N8a-64.aac extracted.\n",
      "Processing Line #369\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/398_d_Hdkt1_ivo.aac extracted.\n",
      "Processing Line #370\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/399_deX7R9RbmX0.aac extracted.\n",
      "Processing Line #371\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/401_dufRvpDEZS8.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #372\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/402_eEdaLHC0yA4.aac extracted.\n",
      "Processing Line #373\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/403_eGzcSSGZzqM.aac extracted.\n",
      "Processing Line #374\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/404_eJSpibgl0-c.aac extracted.\n",
      "Processing Line #375\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/405_eJsVdyNPVh0.aac extracted.\n",
      "Processing Line #376\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/406_eTPhEKXZClU.aac extracted.\n",
      "Processing Line #377\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/407_ebRLSVHIGEE.aac extracted.\n",
      "Processing Line #378\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/408_er8zQZ4d0Ew.aac extracted.\n",
      "Processing Line #379\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/409_f7P1UqrkhdI.aac extracted.\n",
      "Processing Line #380\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/410_fAmA7zTw8SY.aac extracted.\n",
      "Processing Line #381\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/411_fB_tldbRb28.aac extracted.\n",
      "Processing Line #382\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/413_fWLjGFgL-2Q.aac extracted.\n",
      "Processing Line #383\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/414_fX2Augg8Zk8.aac extracted.\n",
      "Processing Line #384\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/415_fXe8WecFvBk.aac extracted.\n",
      "Processing Line #385\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/416_fmSvZ3RR8YY.aac extracted.\n",
      "Processing Line #386\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/419_fvQeqBqqcVw.aac extracted.\n",
      "Processing Line #387\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/421_fwas0HLGbqM.aac extracted.\n",
      "Processing Line #388\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/423_gM1DIbory6A.aac extracted.\n",
      "Processing Line #389\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/424_gx6wJrRxq-4.aac extracted.\n",
      "Processing Line #390\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/425_gx7Ylk3LVaU.aac extracted.\n",
      "Processing Line #391\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/426_h-Vk4f8pz-o.aac extracted.\n",
      "Processing Line #392\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/427_h3P2Si6bC6Y.aac extracted.\n",
      "Processing Line #393\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/428_h7LvffTeQv0.aac extracted.\n",
      "Processing Line #394\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/430_h8-Z6EtIYQA.aac extracted.\n",
      "Processing Line #395\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/431_hG8odscqlfI.aac extracted.\n",
      "Processing Line #396\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/432_hHFqyvBK8cE.aac extracted.\n",
      "Processing Line #397\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/433_hIYihNrwF2Q.aac extracted.\n",
      "Processing Line #398\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/434_hQYTMFCLy5E.aac extracted.\n",
      "Processing Line #399\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/435_hR3hr7g-bDs.aac extracted.\n",
      "Processing Line #400\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/436_h__4MI_GgpM.aac extracted.\n",
      "Processing Line #401\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/437_hl19xAqJqoQ.aac extracted.\n",
      "Processing Line #402\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/438_hl9AzFQ4Hus.aac extracted.\n",
      "Processing Line #403\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/439_hmD1w6133Og.aac extracted.\n",
      "Processing Line #404\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/440_hzQyTOaBHzI.aac extracted.\n",
      "Processing Line #405\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/441_iE4ructiJNo.aac extracted.\n",
      "Processing Line #406\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/442_iMNEd2l5Ff8.aac extracted.\n",
      "Processing Line #407\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/443_iRKgAwNtM24.aac extracted.\n",
      "Processing Line #408\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/444_iZxPrZAZeXY.aac extracted.\n",
      "Processing Line #409\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/445_icKojlQtWv0.aac extracted.\n",
      "Processing Line #410\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/446_igTZmll9MN8.aac extracted.\n",
      "Processing Line #411\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/447_iw8AL6xHoYE.aac extracted.\n",
      "Processing Line #412\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/448_jAXka8pSqRw.aac extracted.\n",
      "Processing Line #413\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/449_jGrIgDaqDR8.aac extracted.\n",
      "Processing Line #414\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/450_jJrP7ZF9_WA.aac extracted.\n",
      "Processing Line #415\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/451_jU0LDjmqrRw.aac extracted.\n",
      "Processing Line #416\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/452_jlgz0tRGQYM.aac extracted.\n",
      "Processing Line #417\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/453_jnrA1sig4t8.aac extracted.\n",
      "Processing Line #418\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/454_johz0yXuORc.aac extracted.\n",
      "Processing Line #419\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/456_kTyq_6AnoSw.aac extracted.\n",
      "Processing Line #420\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/457_kb3tfk8dxvU.aac extracted.\n",
      "Processing Line #421\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/458_kdO5ekG8Mp8.aac extracted.\n",
      "Processing Line #422\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/459_kf0YrFpuNKQ.aac extracted.\n",
      "Processing Line #423\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/460_khvH4CSuKyg.aac extracted.\n",
      "Processing Line #424\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/461_krwEhbbxSw4.aac extracted.\n",
      "Processing Line #425\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/462_kzxanav4Q34.aac extracted.\n",
      "Processing Line #426\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/463_l1BhWvXU4bY.aac extracted.\n",
      "Processing Line #427\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/464_l4SwCMe4Kl4.aac extracted.\n",
      "Processing Line #428\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/465_l5zOsyE1LBE.aac extracted.\n",
      "Processing Line #429\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/466_l6HsxUNdkd4.aac extracted.\n",
      "Processing Line #430\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/467_lJTpC9bjne0.aac extracted.\n",
      "Processing Line #431\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/468_lKOgVeuSmts.aac extracted.\n",
      "Processing Line #432\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/469_lN5WWx9YD3k.aac extracted.\n",
      "Processing Line #433\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/470_lS3jp74mLHk.aac extracted.\n",
      "Processing Line #434\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/471_lSr8MKcWTdo.aac extracted.\n",
      "Processing Line #435\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/472_ldVtte9jK-s.aac extracted.\n",
      "Processing Line #436\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/474_m-XV3AbXE3o.aac extracted.\n",
      "Processing Line #437\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/475_mA9Rin6YF5w.aac extracted.\n",
      "Processing Line #438\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/476_mC7nCm_mnwA.aac extracted.\n",
      "Processing Line #439\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/477_mHiOGhxbmdo.aac extracted.\n",
      "Processing Line #440\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/478_mOHPhSz4vMA.aac extracted.\n",
      "Processing Line #441\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/479_mTM0WQRcfNU.aac extracted.\n",
      "Processing Line #442\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/480_maxlwbbBWU8.aac extracted.\n",
      "Processing Line #443\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/481_meYai_zs_3k.aac extracted.\n",
      "Processing Line #444\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/482_mfPRLpelDuQ.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #445\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/483_ml07DEX7png.aac extracted.\n",
      "Processing Line #446\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/485_mwZ__VNBuJU.aac extracted.\n",
      "Processing Line #447\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/486_myy-OtJbCfQ.aac extracted.\n",
      "Processing Line #448\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/487_n-A3BJEpmz8.aac extracted.\n",
      "Processing Line #449\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/488_n85R3OXK3bs.aac extracted.\n",
      "Processing Line #450\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/489_nGTYKpIhyag.aac extracted.\n",
      "Processing Line #451\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/490_nLaw4KMlTn0.aac extracted.\n",
      "Processing Line #452\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/491_nWlDkrIzc0g.aac extracted.\n",
      "Processing Line #453\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/492_nbuyVi6v7SY.aac extracted.\n",
      "Processing Line #454\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/493_o2oGJ1jhzNM.aac extracted.\n",
      "Processing Line #455\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/494_o3qLyDuP37w.aac extracted.\n",
      "Processing Line #456\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/495_o9PB_HGeUzs.aac extracted.\n",
      "Processing Line #457\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/496_oQx75zhujZE.aac extracted.\n",
      "Processing Line #458\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/497_oRLzsvwP-0I.aac extracted.\n",
      "Processing Line #459\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/498_ovgelLpt148.aac extracted.\n",
      "Processing Line #460\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/499_p1gQTumLv5M.aac extracted.\n",
      "Processing Line #461\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/500_pEDafzZbNwE.aac extracted.\n",
      "Processing Line #462\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/501_pTRiK6Cc9fo.aac extracted.\n",
      "Processing Line #463\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/502_pizFsY0yjss.aac extracted.\n",
      "Processing Line #464\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/503_przrSPZgOkY.aac extracted.\n",
      "Processing Line #465\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/504_q3YnX6-OmYQ.aac extracted.\n",
      "Processing Line #466\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/505_q3qm4bSfpu8.aac extracted.\n",
      "Processing Line #467\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/506_q9YBqlAwDec.aac extracted.\n",
      "Processing Line #468\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/507_qEAXFUmJB9s.aac extracted.\n",
      "Processing Line #469\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/509_qqHU2B2RZvQ.aac extracted.\n",
      "Processing Line #470\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/510_qvfnNyzjFOA.aac extracted.\n",
      "Processing Line #471\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/511_qw1vm_wdpy0.aac extracted.\n",
      "Processing Line #472\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/512_r2jHs1Nbrqw.aac extracted.\n",
      "Processing Line #473\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/513_rDb0xQ6m8Oc.aac extracted.\n",
      "Processing Line #474\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/514_rYojIIvr1w8.aac extracted.\n",
      "Processing Line #475\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/515_rhMpRPQlwmY.aac extracted.\n",
      "Processing Line #476\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/516_rkWJNG4N-U4.aac extracted.\n",
      "Processing Line #477\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/517_rnSSF1DaXww.aac extracted.\n",
      "Processing Line #478\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/518_rysr8w7aTuQ.aac extracted.\n",
      "Processing Line #479\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/519_s-xeIHv59yY.aac extracted.\n",
      "Processing Line #480\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/520_s0zVS4ZWcZc.aac extracted.\n",
      "Processing Line #481\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/521_sFXjJww9mCU.aac extracted.\n",
      "Processing Line #482\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/522_sZ9O8hhwsRY.aac extracted.\n",
      "Processing Line #483\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/523_skxOyyYReQk.aac extracted.\n",
      "Processing Line #484\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/524_sngiPk6sTBs.aac extracted.\n",
      "Processing Line #485\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/525_t7AV9-bdUA8.aac extracted.\n",
      "Processing Line #486\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/527_t9PEpPvVNzI.aac extracted.\n",
      "Processing Line #487\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/528_tJ9xvSEstWE.aac extracted.\n",
      "Processing Line #488\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/529_tWJxVNq0N5E.aac extracted.\n",
      "Processing Line #489\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/530_thCn14bf1r8.aac extracted.\n",
      "Processing Line #490\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/531_toXKyZwVNpI.aac extracted.\n",
      "Processing Line #491\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/532_tuvoP6QvMQ4.aac extracted.\n",
      "Processing Line #492\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/533_u5sX_EosnV8.aac extracted.\n",
      "Processing Line #493\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/534_u82ptblJvog.aac extracted.\n",
      "Processing Line #494\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/535_uRyLEBGX5ag.aac extracted.\n",
      "Processing Line #495\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/536_uWEp_4fHX4Y.aac extracted.\n",
      "Processing Line #496\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/537_uWjhTmqkIdU.aac extracted.\n",
      "Processing Line #497\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/538_uXVa0VyKdm0.aac extracted.\n",
      "Processing Line #498\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/539_u_Nxu8TvonA.aac extracted.\n",
      "Processing Line #499\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/540_ugK4AsMEVsg.aac extracted.\n",
      "Processing Line #500\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/541_unOXaB3QoYk.aac extracted.\n",
      "Processing Line #501\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/542_urZASbmHOO8.aac extracted.\n",
      "Processing Line #502\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/543_uxy0ovI6cNU.aac extracted.\n",
      "Processing Line #503\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/544_v5fePy2J1XU.aac extracted.\n",
      "Processing Line #504\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/545_v94qdpJqK9w.aac extracted.\n",
      "Processing Line #505\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/546_vb1SalyslCs.aac extracted.\n",
      "Processing Line #506\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/547_vhJeDYQVtdQ.aac extracted.\n",
      "Processing Line #507\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/548_vn_LymlQAnc.aac extracted.\n",
      "Processing Line #508\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/550_wVMkSyxQ6IM.aac extracted.\n",
      "Processing Line #509\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/551_wgg6YgGx4Rk.aac extracted.\n",
      "Processing Line #510\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/552_wrLwSUzx0ek.aac extracted.\n",
      "Processing Line #511\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/553_wuz0curb_hg.aac extracted.\n",
      "Processing Line #512\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/554_wzjeayE_MWo.aac extracted.\n",
      "Processing Line #513\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/555_x7RLEgi_tGU.aac extracted.\n",
      "Processing Line #514\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/556_xFdFAEY7eTc.aac extracted.\n",
      "Processing Line #515\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/557_xLgjhRyyYcI.aac extracted.\n",
      "Processing Line #516\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/558_xWpmJvOkAyY.aac extracted.\n",
      "Processing Line #517\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/559_xix27wqyXl8.aac extracted.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Line #518\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/561_xs2gIcLi8DA.aac extracted.\n",
      "Processing Line #519\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/563_yAR8i2eSHiE.aac extracted.\n",
      "Processing Line #520\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/564_yCp6DZqrdSs.aac extracted.\n",
      "Processing Line #521\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/565_yOq3d33TSic.aac extracted.\n",
      "Processing Line #522\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/566_yszKc4m-W9U.aac extracted.\n",
      "Processing Line #523\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/567_yu0De8n7Tog.aac extracted.\n",
      "Processing Line #524\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/568_zMieepXr1Y4.aac extracted.\n",
      "Processing Line #525\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/569_zQPKy8HMbDc.aac extracted.\n",
      "Processing Line #526\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/570_zW_741B6ugQ.aac extracted.\n",
      "Processing Line #527\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/571_zexkXRiD9zk.aac extracted.\n",
      "Processing Line #528\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/572_ztfXxgXqHGM.aac extracted.\n",
      "Processing Line #529\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/573_ztrU90Ub4Uw.aac extracted.\n",
      "Processing Line #530\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/574_zwi96DG85AI.aac extracted.\n",
      "Processing Line #531\n",
      "features for /home/rabreu/projeto_multimodal/data/eval/audio/575_zzbTaK7CXJY.aac extracted.\n",
      "Features of =  (532, 60, 420)\n",
      "Labels of =  (532, 7)\n",
      "Saved /home/rabreu/projeto_multimodal/data/eval/audio/2000features/cnn/_x.npy\n",
      "Saved /home/rabreu/projeto_multimodal/data/eval/audio/2000features/cnn/_y.npy\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Use this only to save the feature vectors\n",
    "\n",
    "features, labels = extract_features(data_dir,train_sub_dir,audioset_train_csv,\"*.aac\",bands,frames)\n",
    "save_dir = data_dir+train_sub_dir+\"/2000features/cnn/\"\n",
    "assure_path_exists(save_dir)\n",
    "save_files(save_dir,features,labels)\n",
    "\n",
    "\n",
    "features, labels = extract_features(data_dir,eval_sub_dir,audioset_eval_csv,\"*.aac\",bands,frames)\n",
    "save_dir = data_dir+eval_sub_dir+\"/2000features/cnn/\"\n",
    "assure_path_exists(save_dir)\n",
    "save_files(save_dir,features,labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "features.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.imshow(features[10504])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "eval_y"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Carregar dados"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Começe daqui se já tiver os npy salvos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(10950, 60, 420)\n",
      "(532, 60, 420)\n"
     ]
    }
   ],
   "source": [
    "# Load up numpy arrays to save time if they have already been procesed.\n",
    "\n",
    "save_dir = data_dir+train_sub_dir+\"/2000features/cnn/\"\n",
    "feature_file = os.path.join(save_dir + '_x.npy')\n",
    "labels_file = os.path.join(save_dir + '_y.npy')\n",
    "train_x = np.load(feature_file)\n",
    "train_y = np.load(labels_file)\n",
    "print(train_x.shape)\n",
    "\n",
    "\n",
    "save_dir = data_dir+eval_sub_dir+\"/2000features/cnn/\"\n",
    "feature_file = os.path.join(save_dir + '_x.npy')\n",
    "labels_file = os.path.join(save_dir + '_y.npy')\n",
    "eval_x = np.load(feature_file)\n",
    "eval_y = np.load(labels_file)\n",
    "print(eval_x.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "from keras import Model\n",
    "from keras.models import Sequential\n",
    "from keras.layers import Dense, Dropout, Activation, Flatten, Input\n",
    "from keras.layers import Convolution2D, MaxPooling2D\n",
    "from keras.optimizers import SGD, Adam\n",
    "#from keras.callbacks import EarlyStopping\n",
    "from sklearn.metrics import precision_recall_fscore_support, roc_auc_score\n",
    "#from keras.utils import np_utils\n",
    "\n",
    "from keras.layers import BatchNormalization\n",
    "\n",
    "from keras.layers.merge import concatenate\n",
    "\n",
    "\n",
    "from keras.regularizers import l2\n",
    "\n",
    "\n",
    "# Inspirado em\n",
    "#https://github.com/karoldvl/echonet/blob/1f1c864e4230688af0b338b60756a967dc9127cd/examples/esc_convnet_paper.py\n",
    "\n",
    "num_labels = train_y.shape[1]\n",
    "n_dim = np.empty((60,420,1)).shape\n",
    "# filters of size 1x1 \n",
    "f_size = 1\n",
    "\n",
    "\n",
    "\n",
    "# input: 60x420 data frames with 1 channels => (60,420,1) tensors\n",
    "audio_input  = Input(shape=(n_dim),name='audio_input')\n",
    "\n",
    "#  kernel_regularizer=l2(0.001)\n",
    "\n",
    "audio = Convolution2D(80, (57,6),strides=f_size, kernel_initializer='uniform', input_shape=n_dim)(audio_input)\n",
    "audio = Activation('relu')(audio)\n",
    "audio = MaxPooling2D(pool_size=(4, 3),strides=(1,3))(audio)\n",
    "audio = Dropout(0.5)(audio)\n",
    "\n",
    "audio = BatchNormalization()(audio)\n",
    "\n",
    "# kernel_regularizer=l2(0.001)\n",
    "audio = Convolution2D(80, (1,3),strides=f_size, kernel_initializer='uniform')(audio)  # era pra ser init=uniform(0.001),\n",
    "audio = Activation('relu')(audio)\n",
    "audio = MaxPooling2D(pool_size=(1, 3),strides=(1,3))(audio)\n",
    "\n",
    "audio = BatchNormalization()(audio)\n",
    "\n",
    "# flatten output into a single dimension \n",
    "# Keras will do shape inference automatically\n",
    "audio = Flatten()(audio)\n",
    "\n",
    "# then a fully connected NN layer\n",
    "audio = Dense(5000)(audio)\n",
    "audio = Activation('relu')(audio)\n",
    "audio = Dropout(0.5)(audio)\n",
    "\n",
    "# then a fully connected NN layer\n",
    "audio = Dense(1000)(audio)\n",
    "audio = Activation('relu')(audio)\n",
    "audio = Dropout(0.5)(audio)\n",
    "\n",
    "\n",
    "main_output = Dense(num_labels, activation='sigmoid',name='main_output')(audio)\n",
    "\n",
    "\n",
    "model = Model(inputs=[audio_input], outputs=main_output)\n",
    "\n",
    "\n",
    "sgd = SGD(lr=0.01, momentum=0.9, nesterov=True)\n",
    "\n",
    "model.compile(loss='binary_crossentropy', metrics=['binary_accuracy'], optimizer=sgd)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# adicionando uma dimensão ao final\n",
    "from keras.backend import expand_dims\n",
    "expanded_train_x = np.expand_dims(train_x, axis=-1)\n",
    "expanded_eval_x = np.expand_dims(eval_x, axis=-1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10950, 60, 420, 1)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "expanded_train_x.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train on 10950 samples, validate on 532 samples\n",
      "Epoch 1/40\n",
      "10950/10950 [==============================] - 7s 629us/step - loss: 0.4461 - binary_accuracy: 0.8223 - val_loss: 0.6107 - val_binary_accuracy: 0.7905\n",
      "Epoch 2/40\n",
      "10950/10950 [==============================] - 6s 583us/step - loss: 0.3871 - binary_accuracy: 0.8381 - val_loss: 0.5453 - val_binary_accuracy: 0.8195\n",
      "Epoch 3/40\n",
      "10950/10950 [==============================] - 6s 592us/step - loss: 0.3741 - binary_accuracy: 0.8413 - val_loss: 0.6064 - val_binary_accuracy: 0.8075\n",
      "Epoch 4/40\n",
      "10950/10950 [==============================] - 6s 585us/step - loss: 0.3670 - binary_accuracy: 0.8437 - val_loss: 0.5091 - val_binary_accuracy: 0.8206\n",
      "Epoch 5/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.3598 - binary_accuracy: 0.8470 - val_loss: 0.5366 - val_binary_accuracy: 0.8093\n",
      "Epoch 6/40\n",
      "10950/10950 [==============================] - 6s 585us/step - loss: 0.3565 - binary_accuracy: 0.8464 - val_loss: 0.4025 - val_binary_accuracy: 0.8400\n",
      "Epoch 7/40\n",
      "10950/10950 [==============================] - 6s 589us/step - loss: 0.3503 - binary_accuracy: 0.8488 - val_loss: 0.4375 - val_binary_accuracy: 0.8295\n",
      "Epoch 8/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.3478 - binary_accuracy: 0.8489 - val_loss: 0.4244 - val_binary_accuracy: 0.8295\n",
      "Epoch 9/40\n",
      "10950/10950 [==============================] - 7s 595us/step - loss: 0.3457 - binary_accuracy: 0.8503 - val_loss: 0.4280 - val_binary_accuracy: 0.8426\n",
      "Epoch 10/40\n",
      "10950/10950 [==============================] - 6s 588us/step - loss: 0.3387 - binary_accuracy: 0.8546 - val_loss: 0.4263 - val_binary_accuracy: 0.8413\n",
      "Epoch 11/40\n",
      "10950/10950 [==============================] - 6s 592us/step - loss: 0.3376 - binary_accuracy: 0.8541 - val_loss: 0.3991 - val_binary_accuracy: 0.8434\n",
      "Epoch 12/40\n",
      "10950/10950 [==============================] - 6s 589us/step - loss: 0.3345 - binary_accuracy: 0.8557 - val_loss: 0.4355 - val_binary_accuracy: 0.8343\n",
      "Epoch 13/40\n",
      "10950/10950 [==============================] - 6s 586us/step - loss: 0.3310 - binary_accuracy: 0.8573 - val_loss: 0.4161 - val_binary_accuracy: 0.8413\n",
      "Epoch 14/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.3265 - binary_accuracy: 0.8600 - val_loss: 0.3772 - val_binary_accuracy: 0.8504\n",
      "Epoch 15/40\n",
      "10950/10950 [==============================] - 6s 583us/step - loss: 0.3236 - binary_accuracy: 0.8604 - val_loss: 0.4794 - val_binary_accuracy: 0.8171\n",
      "Epoch 16/40\n",
      "10950/10950 [==============================] - 6s 586us/step - loss: 0.3218 - binary_accuracy: 0.8616 - val_loss: 0.3929 - val_binary_accuracy: 0.8448\n",
      "Epoch 17/40\n",
      "10950/10950 [==============================] - 6s 580us/step - loss: 0.3190 - binary_accuracy: 0.8620 - val_loss: 0.3981 - val_binary_accuracy: 0.8445\n",
      "Epoch 18/40\n",
      "10950/10950 [==============================] - 6s 591us/step - loss: 0.3154 - binary_accuracy: 0.8638 - val_loss: 0.4530 - val_binary_accuracy: 0.8330\n",
      "Epoch 19/40\n",
      "10950/10950 [==============================] - 6s 585us/step - loss: 0.3154 - binary_accuracy: 0.8634 - val_loss: 0.3701 - val_binary_accuracy: 0.8558\n",
      "Epoch 20/40\n",
      "10950/10950 [==============================] - 6s 592us/step - loss: 0.3107 - binary_accuracy: 0.8653 - val_loss: 0.5217 - val_binary_accuracy: 0.8292\n",
      "Epoch 21/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.3082 - binary_accuracy: 0.8662 - val_loss: 0.3832 - val_binary_accuracy: 0.8389\n",
      "Epoch 22/40\n",
      "10950/10950 [==============================] - 6s 593us/step - loss: 0.3040 - binary_accuracy: 0.8688 - val_loss: 0.3965 - val_binary_accuracy: 0.8421\n",
      "Epoch 23/40\n",
      "10950/10950 [==============================] - 7s 594us/step - loss: 0.3023 - binary_accuracy: 0.8690 - val_loss: 0.5720 - val_binary_accuracy: 0.8008\n",
      "Epoch 24/40\n",
      "10950/10950 [==============================] - 6s 579us/step - loss: 0.2997 - binary_accuracy: 0.8706 - val_loss: 0.4295 - val_binary_accuracy: 0.8402\n",
      "Epoch 25/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.2976 - binary_accuracy: 0.8704 - val_loss: 0.3868 - val_binary_accuracy: 0.8434\n",
      "Epoch 26/40\n",
      "10950/10950 [==============================] - 6s 582us/step - loss: 0.2955 - binary_accuracy: 0.8718 - val_loss: 0.3827 - val_binary_accuracy: 0.8475\n",
      "Epoch 27/40\n",
      "10950/10950 [==============================] - 6s 584us/step - loss: 0.2931 - binary_accuracy: 0.8727 - val_loss: 0.3782 - val_binary_accuracy: 0.8472\n",
      "Epoch 28/40\n",
      "10950/10950 [==============================] - 6s 589us/step - loss: 0.2872 - binary_accuracy: 0.8749 - val_loss: 0.3816 - val_binary_accuracy: 0.8475\n",
      "Epoch 29/40\n",
      "10950/10950 [==============================] - 6s 586us/step - loss: 0.2847 - binary_accuracy: 0.8766 - val_loss: 0.3819 - val_binary_accuracy: 0.8432\n",
      "Epoch 30/40\n",
      "10950/10950 [==============================] - 6s 587us/step - loss: 0.2824 - binary_accuracy: 0.8771 - val_loss: 0.3506 - val_binary_accuracy: 0.8566\n",
      "Epoch 31/40\n",
      "10950/10950 [==============================] - 6s 588us/step - loss: 0.2807 - binary_accuracy: 0.8778 - val_loss: 0.3857 - val_binary_accuracy: 0.8456\n",
      "Epoch 32/40\n",
      "10950/10950 [==============================] - 7s 603us/step - loss: 0.2766 - binary_accuracy: 0.8794 - val_loss: 0.3759 - val_binary_accuracy: 0.8467\n",
      "Epoch 33/40\n",
      "10950/10950 [==============================] - 6s 590us/step - loss: 0.2731 - binary_accuracy: 0.8805 - val_loss: 0.4145 - val_binary_accuracy: 0.8338\n",
      "Epoch 34/40\n",
      "10950/10950 [==============================] - 6s 591us/step - loss: 0.2708 - binary_accuracy: 0.8833 - val_loss: 0.3579 - val_binary_accuracy: 0.8531\n",
      "Epoch 35/40\n",
      "10950/10950 [==============================] - 6s 589us/step - loss: 0.2699 - binary_accuracy: 0.8821 - val_loss: 0.3698 - val_binary_accuracy: 0.8445\n",
      "Epoch 36/40\n",
      "10950/10950 [==============================] - 6s 580us/step - loss: 0.2666 - binary_accuracy: 0.8837 - val_loss: 0.3603 - val_binary_accuracy: 0.8528\n",
      "Epoch 37/40\n",
      "10950/10950 [==============================] - 6s 587us/step - loss: 0.2622 - binary_accuracy: 0.8872 - val_loss: 0.4034 - val_binary_accuracy: 0.8378\n",
      "Epoch 38/40\n",
      "10950/10950 [==============================] - 6s 581us/step - loss: 0.2609 - binary_accuracy: 0.8868 - val_loss: 0.3893 - val_binary_accuracy: 0.8359\n",
      "Epoch 39/40\n",
      "10950/10950 [==============================] - 6s 590us/step - loss: 0.2559 - binary_accuracy: 0.8881 - val_loss: 0.3646 - val_binary_accuracy: 0.8483\n",
      "Epoch 40/40\n",
      "10950/10950 [==============================] - 6s 590us/step - loss: 0.2527 - binary_accuracy: 0.8896 - val_loss: 0.3656 - val_binary_accuracy: 0.8437\n"
     ]
    }
   ],
   "source": [
    "metrics = custom_metrics()\n",
    "\n",
    "#from keras.callbacks import EarlyStopping\n",
    "#earlyStopping = EarlyStopping(monitor='val_loss', patience=20, verbose=0, mode='auto')\n",
    "#reduce_lr = ReduceLROnPlateau(monitor='val_acc', factor=0.5, patience=10, min_lr=0.0001, verbose=1)\n",
    "\n",
    "history = model.fit(x = expanded_train_x,\n",
    "                    y = train_y,\n",
    "                    validation_data=(expanded_eval_x,eval_y),\n",
    "                    batch_size=32,\n",
    "                    epochs=40,\n",
    "                    callbacks=[metrics])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "History keys: ['loss', 'val_binary_accuracy', 'val_loss', 'binary_accuracy']\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9c34da9c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAY4AAAEaCAYAAAAG87ApAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4xLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvAOZPmwAAIABJREFUeJzsnXl4VcXZwH9zsy9kgZCEAEkQBFllR7QCgiIqLtU64oq7rXUpatW2ailq62drrVWroOJCrTjugCioCCKg7KBssgSSkH3fl5s73x/nJoZLSO692cP8nidP7jlnZs57zk3Oe2beTWitMRgMBoPBXWztLYDBYDAYOhdGcRgMBoPBI4ziMBgMBoNHGMVhMBgMBo8wisNgMBgMHmEUh8FgMBg8wigOQ4dDCHGjEMLuYZ+5QogDTbQ5LIR4pIk2q4UQr3pyboPhZMMoDoPbCCHeEEJoIcSHDRy71HnMowd+B+Ry4L72FsJg6MgYxWHwlGRgphAixmX/HcCRdpCnRdFa52mti1r7PEII/9Y+R3shhPBrbxkMrYtRHAZP2Q98B9xYu0MIEQ+cB7zu2lgIcaEQYosQolIIkSWE+I8QIqTecZsQ4nHnsRIhxLtAZAPjnCeEWCeEKBdCHBVCvC6E6OGF/EFCiFeFEEVCiBwhxF+FEHX/B65LVbXbQohHhRAZQog8IcRbQojQem1GCyE+q3cNm4QQM1zkPyyEeMJ5/bnAWucMbmUD17pKCPFaUxciLF4RQhx03pdDzusJcGl3rhBirRCiTAhRKIRYI4ToX+/4Vc7vqEIIkeu8lsiG7odz3yNCiMP1tt8QQnwphLjbub9SCBHk/M5WO+9Z7XnHu4wVKoT4lxAixfk3clgI8cd6517QwDUfFEI82tT9MbQeRnEYvGEBcKsQQji3bwW+wmXGIYQYASwBvgFOB2YDM4GX6zW7G2tp6PfAaGAL8GeXcaYCnwCLgRHAZUAi8GE9GdzlbiANGAfMAe517muMXwHdgSnALOc1PFTveBjwLnCO8xpWAEuEEANdxrkHyAImAjcB84FzhRD9ahsIIQY4z7OAphHO8a4BBgO/c477x3rjneuUZ4vzvBOAtwA/5/GbgP8CHztlPwf4HPBx4/z1GQ9MBS7F+q6rgFDgP87znon10vF5rcJ3fnfLgEuwvoPBwA1AtnPM+cDV9ZW08xwJQJOK1dCKaK3Nj/lx6wd4A/gSCARysR4yPkAqlm3gRsBer/0iYKPLGJcCDiDBuZ0KPOnS5n2XcVYDT7m0iQc0MNK5PRc40IT8h4G1Lvv+CqS4nOtVl+0dLn1eAjY0ca4dwJ9czv1VA+12Ak/U2/6b6/k8/I7mAPvrba8FljXSPhl4oZHjx9wP575HgMMufxcFQGgTstmAfOBa5/Y053c49gTtA7CUyK319r0DfNLe/wsn+4+ZcRg8RmtdgaUUbgMuAnyBpQ00HYo126jPGqw35SFCiDCgN7Depc23LtvjgN85l4FKhBAlwG7nsVM9FH+Dy/Y6oI9TlhOxw2U7Daiz8QghejqXoPYKIQqc8g3FejOuz8YGxp4P3CSE8BFC+GIp31fcuI7ac98mhPheCJHpPO/fXM47BjhuOczZNxroe6LjHrJHa13iMn4/IcQiIcQBIUQRUASE15NvDJCvtd7c0IBa60ospXSbc7wewC/x4P4YWgff9hbA0GlZAGzFevC8rrWu9nzVyG1swP9hKStXMlrrpPWoctnWHLvM+wbWDOhBIAkox1pWczWAlzYw9iKsa7vIOWY41tJRkwghrgReBB7GUshFwJXAk+70dxMHlqKvT0PG74aubRmQA/wWSMG6j99y/H1pjPnA/c5lz6lYM5DPPOhvaAWM4jB4hdZ6txBiE3AW9QzlLuwCJrnsm4z14N2ltS4SQhzFWv/+tF6bs1z6bAaGaq0bjdNwkzNcts8EjurmeVJNAh7UWi8BEJbx/xTgx6Y6Ou/BYqy3ahvwnta6wIPzbtNa/7N2hxAi0aXNFmA68O8Gzp0lhEh1Hl9ygnNkAXEu+0Y3JZhzdjAEuFBrvcK5rw8Q7SJbpBBibCOzjgNCiFVY9+ccYKHWuqap8xtaF6M4DM3hfCBQa513guN/B7YKIZ7FenNMBJ4H3tZaJzvbPAM8LoTYi+WtdQlwrss4jwErhRD/xDLsFmMtUV0J3KW1LvdA5pFCiLnA/4CxWMbx5nro7AOuFUJ8i2XzmYdnxuX5/LyENtnD894ihLgUS0nNxLI11edx4DMhxL+AhUAllrF6g9Z6H/AX4CUhRCaWbcmG9YBerLXOwbJpveSc3WzDchQ4G8um0Rj5WLOD24QQB4EewNNYs7FaVmHZYN4VQtyHZe+JAwZrret7cs3HmoX5AiY4swNgbBwGr9FalzWiNNBa78RSBJOw7ASLsGYWv67X7Dmst+Fnge1YD7V5LuN8jbVMMQLrQbPT2b4YqPZQ7Oex1tg3Oz+/4JShOdyE9b+0Ecs76XNgk7udtdabgB+AfVrrdR6cdz7WPX0d66E+ActJoP7YK4ELnce+d8o4G+d9cz6gb8RSCNuxbFIXALWBnG9iLYe9iHXP+tLA7KWBa3JgKfb+WN/XG8C/gPR6bTTWEt1yLE+7fVgKIspluI+BQuBzrXVKU+c2tD7C+u4MBkN7IayAucPA01rr5iqxLodz2SsVmKW1/qS95TGYpSqDod0QVuBhFFbUfQgNBFCezDgVag+sWdRRGvbcM7QDRnEYDO1HPJYXVjpws6uBXgixi+Ndemv5r9b61yc41lU4C/ga6x5d71z+MnQAzFKVwdBBEUIk0LDrK0CR1jqrLeUxGGoxisNgMBgMHtFVl6qMNjQYDAbvaDKSt6sqDtLS0rzuGxUVRU5OTgtK03IY2bzDyOYdRjbv6KyyxcW5xno2jInjMBgMBoNHGMVhMBgMBo8wisNgMBgMHtFlbRyuaK2pqKjA4XDQVBbXzMxMKisr20gyz+gosmmtsdlsBAYGNnk/DQZD1+KkURwVFRX4+fnh69v0Jfv6+uLj42kBtLahI8lmt9upqKggKCiovUUxGAxtyEmzVOVwONxSGgb38fX1xeEwwbwGw8lGmz1JpZQzsLKQ+gCvKqWecjkej5WJM8LZ5mGl1HIppT9WFtCxWEVl7lVKrfb0/GY5pXUw99VgOPlokxmHlNIHKy3zBVjFXa6WUg5xafYIoJRSo4BZWEXuwVk2Uik1HDgPeEZKedLMlAwGg8EddGUFjjWfo7e4VmJuedrqATweOKCUOqSUqsIqq3mpSxsN1NZ9Dseq6wyWolkFoJTKwiogM7bVJW4FCgsLeeONNzzud/3111NYWNjyAhkMhk6Pzs7A8d5CHA/ehP7vf9BbPCnp4h1ttVTVG6vmcC2pWIVl6jMXWCmlvBsrxXRtFbgdwCVSynewisiMcf7e2JoCtwZFRUW89dZb3Hjjjcfst9vtjdpfFi1qqNS2wWA4WdFaw54dOFYtg52bQAjE6DMR02ZC/8Gtfv6OZC2+GnhDKfWMlHIisEhKOQyr3OVgrOpjR4D1wHE1h6WUtwO3AyiliIo6tohYZmamR8bx1jCk/+1vf+PIkSNMnz4dPz8/AgICCA8P58CBA2zYsIHZs2eTlpZGZWUlt956KzfccAMAY8eOZcWKFZSWlnLNNdcwfvx4Nm/eTGxsLG+++Wa7ejUFBATU3WtfX9/j7ntHwcjmHUY272gN2bTW6MJ8Kr5bQ9ny96lJSUKERRB8xQ0Enf9LfKKimx6khWRrK8VxFGuWUEsf57763ALMAFBKbZBSBgJRzuWpObWNpJTrgZ9cT6CUWgAscG5q11wslZWVdW6sjsWvoFOSTiisEAJPswaLvv2wzbqt0TZ/+MMf2Lt3LytXrmT9+vXccMMNrFq1ivj4eOx2O//4xz+IjIykvLyciy66iBkzZtC9e3e01tTU1FBTU8OhQ4d44YUXePrpp7njjjtYsmQJV1xxhUeytiSVlZV1eW86a36e9sbI5h1dVTbtcEB+DqSnoNNSICMVnZ4C6alQWmw1iu+PuOlexLizqfDzpwLAzfO1RK6qtlIcm4BTpZT9sBTGLOAalzbJwDTgDSnlYCAQyJZSBgNCKVUqpTwPsCuldreR3K3KyJEjiY+Pr9teuHAhn332GWAlaUxKSqJ79+7H9ImPj2fYsGEAjBgxgpQUU4LZYOgqOL5ahv5oEVSW/7wztBvE9kWMngi9+iL6nwb9BrarR2ObKA6llF1KeRewAsvVdqFSapeUch6wWSm1BLgfeEVKOQfLUH6jUkpLKaOBFVJKB5bSub658jQ1M/D19cVutzf3NE0SHBxc93n9+vWsXbuWpUuXEhQUxK9+9asGI8T9/f3rPvv4+FBRUdHqchoMhtbH8dn76A/fgiGjEKMnInr1sRRFt/D2Fu042szGoZRaDix32fdYvc+7sUpFuvY7DAxqbfnagpCQEEpKSho8VlxcTHh4OEFBQRw4cICtW7e2sXQGg6E90Fqjly5GL30HMX4y4ubfITpIdogT0ZGM412e7t27M27cOKZOnUpgYOAxBqopU6awaNEiJk+eTP/+/Rk9enQ7SmowGNoCrTX6o0Xoz95HnDkNMfsuhK1jKw3ouqVjtWshp7KysmOWhhqjrZaqvKGjyVb/vnZVY2VrY2Tzjs4um9Ya/d5C9BefICadj7j2Nwhb64fWuWEcP3krABoMBkNHRTsc6HcWoFcvR0y7GHHVrZ0qfY9RHAaDwdCGaIfDivBeuxJx/i8RV9zYqZQGGMVhMBgMrY7WGooLIScTvWoZ+vs1iIsk4tJrO53SAKM4DAaDoUXQVZWQnQnZ6ZSWl+A4cgidnQE5mZCbBZU/u86LS6/FNvOqdpS2eRjFYTAYDB6gc7PQh/ZBVjpkp1vKISsdCvLq2pQABAZBVAxE90IMGQlRMYioGIjtg4hxL0K7o2IUh8FgMLiB1hr97RfodxZAdZW1M7w7RMcihoyCnrGWkujZix6DhpBbWdUpl6HcwdS16MCceuqpAGRkZHDbbQ1Hu//qV79ix44djY7zyiuvUF7+cwoDk6bdYPAMXVmBXvgv9FsvwKlDsD36L2wvKHz+8QY+Dz6F7aZ7sc28Ctv4SYh+p2ILC++ySgPMjKNTEBsbyyuvvOJ1/1dffZUrrriiLouuSdNuMLiPTkvG8fL/QUYq4tJrEBde2SmC9FoTozjakL/+9a/ExcXV1eN45pln8PHxYf369RQWFmK323nwwQc5//zzj+mXkpLC7NmzWbVqFeXl5dxzzz3s3r2bAQMGHJOr6uGHH2bHjh1UVFRw0UUX8cADD/Daa6+RmZnJlVdeSWRkJO+//z4TJkzgs88+o3v37syfP593330XgKuvvprbbruNlJQUrrvuumPSty9cuLBd07cbDO2B47uv0Yv+AwGB2ObMQww+vb1F6hCclIrj1c2ZJOWfODmgN2nV+0UGcuvYmEbbXHLJJfz5z3+uUxxLly7l7bff5pZbbqFbt27k5eVx8cUXM3369BNOc2vrb6xZs4bdu3czY8aMumMPPfQQkZGR1NTUcNVVV7F7925uueUWFixYwHvvvXdcpt2dO3eilGLZsmVorZk5cyYTJ04kPDycpKQkXnzxRf7+979zxx13sHz58nZN324wtCW6qhK9+BX02pUwcBi22x5ARHRvuuNJwkmpONqLYcOGkZOTQ0ZGBrm5uYSHhxMdHc3cuXP5/vvvEUKQkZFBdnY20dENF2XZsGEDN910EwBDhgxh8OCfq33VKqKamhoyMzPZv38/Q4a4lnb/mY0bNzJjxoy6lCEXXHAB33//PdOnT6dv374mfbvhpEQfTcbx6jOQmmQtS11yTYdPOtjWnJSKo6mZQWvmg5o5cyaffvopWVlZXHLJJXz44Yfk5uby2Wef4efnx4QJExpMp94UycnJzJ8/n08//ZSIiAh+97vfNSvlekBAQN1nk77dcDKgk/bj+Px92PYdBIdiu+fPiOFj2lusDonxqmpjLrnkEj755BM+/fRTZs6cSXFxMVFRUfj5+bFu3TpSU1Mb7T9x4kQ+/vhjAPbu3cuePXsAKy17UFAQYWFhZGdn8/XXX9f1CQ0NbTCd+4QJE1ixYgXl5eWUlZXx+eefM2GCayl4g6HrorVG795GzTOP4Pjr/bB3J+LCK7E9/h+jNBrhpJxxtCeDBg2itLSU2NhYYmJiuPzyy5k9ezbTpk1jxIgRDBgwoNH+s2fP5p577mHy5MmceuqpjBgxAoChQ4cybNgwJk2aRFxcHOPGjavrc+2113LttdcSExPD+++/X7d/+PDhXHnllVx00UWAZRwfNmyYWZYydHm0owa9ZQP68/ch+RBEdEdceZOVpTbQvSzaJzMmrXoDdLTU5fXpaLKZtOrNx8jmHZ7Kpmtq4PB+9K5t6O9XW9HeMb0RMy5HTJiC8PNrN9naEpNW3WAwGBpB52ajd21F79oGe3dAWSkIG/Q/DdsVs2HkhJM+JsMb2kxxSClnAM9h1Rx/VSn1lMvxeOBNIMLZ5mGl1HIppR/wKjDaKe9bSqm/tZXcBoOhc6EL8tArPkT/uAUyjlo7I3ogRk2EoaMRQ05HhHRrXyE7OW1iHJdS+gAvAhcAQ4CrpZSufqKPAEopNQqYBfzHuf9KIEApNRwYA9whpUz0VIYuuiTX7pj7auhIODZ9i2Pu3ejVy6FHNELegu0vL2B7eiG2G+/BNu4XRmm0AG014xgPHFBKHQKQUi4GLgV212ujgTDn53Agrd7+ECmlLxAEVAFFngpgs9mw2+34+prVuZbCbrdja4NSlwZDU+jSYvT/5qM3fgP9BmK7+XeI2D7tLVaXpa2eor2B+q46qYCr3+dcYKWU8m4gBDjXuf99LCWTDgQDc5RSeS59kVLeDtwOoJQiKirqmONaa/Ly8twyLDscjg77Jt2RZPPz8yMmJqYuyt3X1/e4+95RMLJ5R2eQrXLbdxS98Fd0YT4hV99GyBXXI3za9wWxM9y3Zo3RQrK0BFcDbyilnpFSTgQWSSmHYc1WaoA4IBJYK6X8snb2UotSagGwwLmpT+Q14ONGBGhn9Yhoa7TW5Obm1m13JNlcMbJ5R0eWrXtIMDnz/4Fe8zn06ovtD3+iIqE/FfkF7S1ah75vbnhVNUlbrTMcBfrW2+7j3FefWwAFoJTaAAQCUcA1wOdKqWqlVBawDhjb6hIbDIYOh66pQRcVoHdvI+++2ehvViCmX4bt0WcRCf3bW7yThraacWwCTpVS9sNSGLOwFEJ9koFpwBtSysFYiiPbuX8q1gwkBDgD+FcbyW0wGNoY7ahBf70cDh9AlxRBaTGUFEFJMZSX1rWzRffC9sCTiIHD2lHak5M2URxKKbuU8i5gBZar7UKl1C4p5Txgs1JqCXA/8IqUcg6WQfxGpZSWUr4IvC6l3IUVmPK6UmpnW8htMBjaFp2Xg+O1Z+CnXdA9CrpFQEg3RM9YCA2DkG4Q2g26RdBjynnklZY3PaihxTlpIsc9obOuT7Y3RjbvMLJZ6O3f43jj32CvRlz7G2wTz+kwsnlKZ5XNRI4bDIZOga6uQr//BnrVMojvj+323yNi3DPSGtoHozgMBkO7odNTcSz4u1X74txLEJfPbtGcUYbWwSgOg8HQ5mit0eu/Qv9vPvgHYLv7UcSIcU13NHQIjOIwGAytitYa8nIgLRmddgSOJqNTkyAlCQYNx3brfYiIHu0tpsEDjOIwGAwtjj64F73uS/TRI5CWDBX1vJ/Cu0NcX4S8BTFtpslO2wkxisNgMLQYurQY/cGb6LUrITgE+p6CmDgV4uIRcfHQO94kGewCGMVhMBiajdYa/d1q9HsLobQYMf2XiItnIQKD2ls0QytgFIfBYGgWOiMVx9svw96dcMogbHPmIfr2a2+xDK2IURwGg8ErdHUVevn7Vt1u/wDEdXcizp6OMKn2uzxGcRgMBo/RyYdwzH8astIQ4ycjrroZERbZ3mIZ2gijOAwGg0foH7fiePn/IDjEWpYaMrK9RTK0MUZxGAwGt3F8+wV60YsQl4DtnscQkSb+4mTEKA6DwdAkWmv00nfQSxfDkJHYfv0wIii4vcUytBNGcRgMhkbRdjt60Yvo9V8hzpqGuO63CF/z6DiZMd++wWA4IY6yUhzPz4Pd2xEXX23FZogms24bujhGcRgMhgbR+bnkP/lXSDmEuPEebGed294iGToIRnEYDF0QXVqC/t989NHDiPj+kDDAqsnd9xREQEDDfUqKIPkQOvmg9XvPDrTdju3uxxBDR7XxFRg6MkZxGAxdDH14vxVjkZ8Dg4ajd22FDavQAMJmJRiM7w8J/aG8rE5RkJv18yBRMTBoGJHX3kFhNxOfYTiWNlMcUsoZwHNYNcdfVUo95XI8HngTiHC2eVgptVxKeS3w+3pNRwCjlVLb20Zyg6FzoLVGr/4MrV6FsAhsv/8bov9pVlrzgjw4cgB95AD6yEH0j1tgwyqrY3Qc4pRBcM6FlkKJP6UuEaFfVBR00BKohvbDbcUhpfRRStV4cxIppQ/wInAekApsklIuUUrtrtfsEUAppV6SUg4BlgOJSqm3gbed4wwHPjZKw2A4Fl1Rhn7rRfSmtTB8LLabf4cIDQOwjNmRPSCyB2LkBKu91lCYBwFBxq3W4DGezDjSpZTvAIuUUps9PM944IBS6hCAlHIxcClQX3FoIMz5ORxIa2Ccq4HFHp7bYOjS6NQkHC8/DVnpiMtvQJx/eZP5ooQQYIonGbzEE8UxA7gOWCqlLAAWYSmRFDf69gbqt0sFJri0mQuslFLeDYQADblwXIWlcI5DSnk7cDuAUoqoqCg3xGoYX1/fZvVvTYxs3tFVZSv/chlFr/wDW0gY4fOex39Yyxqxu+p9a226umxuKw6l1FZgq5TyAWA6lhL5UUq5FUuJvKuUKm2GLFcDbyilnpFSTgQWSSmHKaUcAFLKCUCZUurHE8i3AFjg3NQ5zViXjYqKojn9WxMjm3d0Ndl0cSH6nQXW0tTg0+HW+ygKi2xxe0RXu29tRWeVLS4uzq0xPM5/7HyQ7wH2AtlYs4lrgRQp5fUn6HYU6Ftvu49zX31uAZTzHBuAQKC+WpwFvOOpvAZDR0UfTabm73+k5N2F6DL33rm01jg2foPjsd+it21AXHYdtt/NNZlpDW2KJ8bxSEAC1wODsR7yNyil1juPjwNWYs0+XNkEnCql7IelMGYB17i0SQamAW9IKQdjKY5s59g257nPdvvKDIYOjN6zA8dLfwOtKf3pR1iyGDH9MqsGd2DDxmpdkIvjvy/Bjo3QbyC22fcgese3seQGg2c2jlTga+DfwCdKqcr6B5VSm6SUnzTUUSlll1LeBazAcrVdqJTaJaWcB2xWSi0B7gdekVLOwTKU36iU0s4hJgEptcZ1g6Ez41j3FXrRCxDbB9vdjxHhK8h76yX0x/9Ff/mJZdw+5yJEQCDgdLNd9yVaLQR7NeLKmxHnXoyw+bTzlRhOVoTWuulWgJQyRimV2crytBQ6La0hpyz36Kzrk+2Nka1xtNboJe+gly2GwadbGWaDQ+pk00k/4VjyP/hxK3QLR1zwK8SwMTgWL4Dd22HgUGw33I2IcW8duiXoCPftRBjZvMMNG0eTycg8mXHcJKX8Sim1qXaHlHI8MEUp9bQH4xgMJx3aXo1+8wX0d18jzpyGuP74DLOi30B87p2LPrAbx5J30Oo1tHrNirW45teIyTNMWVZDh8ATxXEv8LzLvt3Ax4BRHAbDCdClJZY9Y98PiEuvQVx0VaMZZsWAIfjc9zh634/oPdutOt49ottQYoOhcTxRHP5Atcu+KiwjtsFgaACdk4nj3/Os4Lxb5mA74xy3+4pBwxCDhrWidAaDd3iiOLYAdwL/qrfv18DWFpXIYOgC6Opq9Orl6GXvgtaWy+xpI9pbLIOhRfBEccwBvnDGahwE+gOxWPmnDAYDTgP45nXoj96C7AyrzOrVtyNi+7S3aAZDi+FJ5PguKeVAYCZWMN+HwDKlVElrCWcwdCb0gd043nsdDu2D3gnY7p2LGDa6vcUyGFocj9KqO5WESTJoMNRDZ6bh+PBN2LoBwrsjZt+NOHOqibMwdFk8iRz3xbJxTMZKBVLnFqKUmtTyohkMHRtdXIT+9F306uXg62d5TJ13WV3gnsHQVfFkxvEsMBUrkeCTwJ+A32BmIIaTDF1dhV71KfpTBRXliLPPQ1xyDSLc5IsynBx4Ek10OXCBUuo5wO78fRngvn+hwdCJqUsw+Oid6PdfhwGDsc39N7brf2uUhuGkwpMZRzA/19Qol1IGK6X2SilNFXtDl0cf2I1DLYSkn6BPP2xz5iGGjGxvsQyGdsETxbEHGAdsBDYDc6WURRyfHt1g6BJohwMO78ex4iPYuh4iuiNuvBcxcYoxfBtOajxNOWJ3fr4PeAnohrPqnsHQFdDV1bBvJ3rb9+gdG511uQON4dtgqIdbikNK6QMMB94GUErtp+HSrgZDp0OXlaJ/3ALbv0f/sBkqyiEgEIaNRow8AzF8LCIktL3FNBg6DG4pDqVUjZTyn0qpha0tkMHQmujSEkhNQqccguQkdEoSpCdDTY2Vynzc2YiRE2Dw6Qg///YW12DokHiyVLVUSnmxUmppq0ljMLQwurISvWopBalJ1BzcB7lZPx8Mi4C+/RDDxyBGjINTBhrbhcHgBp4ojkDgfSnlBizvqroKUEqpG1paMIOhueijR3DMfxrSU7D3TkCcMggmX4Do289SGMaF1mDwCk8Ux4/OH6+QUs4AnsMqHfuqUuopl+PxwJtAhLPNw0qp5c5jI4D5QBjgAMYppSq8lcXQtdFao9euRC9+BYKCsc2ZR9SkcztsRTbDyUNJZQ2Lf8zhmhFRBPt13tmtJ0kO/+LtSZzG9RexMummApuklEuUUrvrNXvEOo16SUo5BFgOJDpTnfwXuF4ptUNK2YPj64IYDADo8jL0ohfRm9Za5Vlvuc/MLAwdhpUHC1i6N5/BUUGclRDW3uJ4jSe5qqae6JhSalUT3ccDB5RSh5xjLQYuxaogWIvGmlEAhAO1RcOnAzuVUjuc58p1V2bDyYU+csBamsrNQlx2nVWz25RaNXQQtNasPlQEwOGCSs5KaGfkBK4iAAAgAElEQVSBmoEnS1WvuWz3xKoKmAqc0kTf3vwcdY6zzwSXNnOBlVLKu4EQfnb3HQhoKeUK5zkXN1TjXEp5O86YEqUUUVFRTV3PCfH19W1W/9bEyHY8WmvKlymK33oRW0QPwp/4D/6Djy2aZO6bdxjZvKMh2X7KLuFIYSUA6WW63WRvifvmyVJVv/rbzuWnR4DiZknwM1cDbyilnpFSTgQWSSmHOWX8BVbUehnwlZRyi1LqKxf5FmAlYATQzVnPjoqK6rDr4Ua2Y9HZGTjeWQA/bIbTx8NN91IU0g1c5DD3zTuMbN7RkGwfb83E1wZDooP5Kau43WRv7L7FxcW5NYbX83ilVA1WltwH3Wh+FKv4Uy19OD5VyS2Aco69AcuLKwprdvKNUipHKVWGZfsw1XFOcnRFGY4P38Tx2J3w04+IWbdh++2fECHd2ls0g+E4ahyabw4XMSYulOExwWSWVFNWXdPeYnmNR4WcGuA8LC+nptgEnCql7IelMGYB17i0SQamAW9IKQdjKY5sYAXwoJQyGKjCqgfybDPlNnRStMOB3rAK/dEiKMxHnHEO4vIbEJE92ls0g+GE7MgoJb+ihin9wvC1WaWMkguqOK1nUDtL5h2eGMePid3AypYbiFXcqVGUUnYp5V1YSsAHWOgsRTsP2KyUWgLcD7wipZzjPM+NSikN5Esp/4mlfDSwXCn1qbtyG7oO+sBuHItfhSMH4JRB2O78oxWbYTB0cFYnFRHib2Nc71Dyyq2Uf4cLKrq+4gCuc9kuBX5SShW509kZk7HcZd9j9T7vBs46Qd//YrnkGroo2lED1dVQXXXsb3sVVFSg13xmudhG9EDcch9iwmSEEE0PbDC0M+XVDr5LKWZKv3D8fGxEh/gR5GvjcH5le4vmNZ4oju8Ah1KqLoZCSuknpQxQSnXeO2BoV3R+Lo63X4IdGxtv6OePmDkLMeNyk6HW0KnYkFJMZY1mSj8r2kAIQWJkAEcKOu9j0xPF8QWWIfy7evvGAE8BU1pQJsNJgNYa/e0X6PcWQo0dMf0yK3eUrz/4+VmKwvkbPz+Ii0dEGDuGofOxOqmQmFA/BtdblkqMCOCbw0VorTvlzNkTxTEc+N5l30bg9JYTx3AyoHMycbz1AuzZAQOHYZt9FyLaPTdAg6EzkVtWzc6MMq4c1uMYBZEQEUBptYOcMjs9Q/zaUULv8ERxFAIxQEa9fTFYtg6DoUm0w4FevRz94VuAQFz7G8Sk8010t6HLsuZwERo4p1/4MfsTIwIAOJxf2eUVxwfA/6SU9wCHgP7AP3HGXhgMjaEzjuJ483k4sBuGjsJ2/V2IHj3bWyyDoVVZnVTEoKhA4sKOre0S71QcRwoqGden8xUJ80Rx/Al4Bmt5KgCoAF4H/tgKchk6IdrhQOflQHYGOicDsjMgO9P6nHwI/P0RN92LmDi1U67rGgyekJRfwZGCSu4YF3PcsRB/H6JDfDlc0DmTfHuScqQC+K0zHiMKyHHGWRhOcvTBvTjefoms9FSw10tcLGzQPYq82FNYevZvOPvM4ZyaePw/kcHQFVmdVISvDX5xgiy4CRGBHO6knlWeBADeAGxXSu3EiuhGSnk6MEIptaiV5DN0YLTWls3i3dcgsgfBMyXloeGInjEQFQvdeyJ8ffl4cybL9uXzybp8hh+o5JeDuzM6LsTMOgxeU1RZQw/t3Xvr+uQiluzN5/FpffHzaR37Wo1Ds8aZYiQsoOG6G4kRAWxJK6G6xtFqcrQWnixVPQ6MdNmXAiwBjOI4ydCVlej//gf93dcwYhy2m+fQLSGRSpfkaVU1DlYnFTKhTyhDooNYsjefeatTSYgI4LLB3Tk7IQw/H6NADO6zN7ucP315hNsnVnN+omcxPTUOzZvbsskoqWZreikT+rRObrPNKQXkl9vrYjcaIjEyAIeGlMIqTuneMrFJDq2xtcELmSdqLgxwjRIvxKrYZziJ0NkZOJ56EP39asQl1ziTCzZs4PsupYSSKgcXDozkssE9mH9Jf+6d2As0PLchnTuWHOTjPbmdOuGboe2osDt4bkMadgf8d0uqx38365KLySipxibgm8NuJb3wihV7s+pSjJyIhFrPqhZartJa849v03hnZ3aLjNcYniiO3cAVLvt+CexpOXEMHR39w2YcT8yBvCxsdz+G7eJZjbrTfnGwgOgQP0bEBgPg5yOYeko4z12UyGNT+hDXzZ/Xt2bz26VJZBRXtdVlGDopb23PJq24mtmjelJUYWf5vgK3+2qt+WBXLn3C/Jk+IIKNqSWt8sJSXu1gzYFcfhEf1ugSVFw3f/xsosUiyNccLmJdcjEBvq2/7OXJUtVDwHIp5VXAQWAAVjbbC1tDMEPHQjsc6GXvopcthj6J2H7zB0TP2Eb7ZBRXsTOjjGtGRB03fRZCMKZ3KGN6h7Inu4wnVqcy9+sUnpqeQERgc5M2G7oiOzJK+XRfPjMHRXL5kB7sy7Pz8d48LhoUSZBf0w/LLWmlHC6o5N6JvegV6sfn+wvYmFrCFJcYi+byXUoxFXZHo8tUAD42QXyEP4fzm+9ZlVtWzYLNmQzuGcSlp3Vv9nhN4bZqUkp9ixU9vgmrQt9GYJhSal0ryWboIOiyEhwvPIFe+g7ijCnYHnq6SaUB8OXBQmwCpp7S+D/m4J7BPDqlL7llduZ97fnyg6HrU1pVw/Mb0onr5s8NI634n5vPiKe4soblP+U32V9rzXs/5tIz2JdJiWEM6hlEdIhvqyxXrU4qJC4s4JgUIyciISKw2TMOrTXPf5eBvUZz78Re+Nha38bh0audUuoIVm4qw0mCPpqM4z9PQm424ppfI6Zc4JY3VI1Ds+pQIaN6hbgVGXtazyAeOrs3T65J5W/fHOWxKX06naeJofV4bUsWueV2npqeULcUMzS2G6N6hfDxHmvWEdjIEs3urHL25pRz+9iYunoYZyeE8dGePAor7IS30Cy3tKqGnZllXD+2r1v/J4kRAaw6VEhBhd3rmfaKAwVsSy/ljnEx9Orm33SHFsAjSaWUl2AVUooC6u6KUuqGFpbL0AHQW9bjeP1fEBCI7YEnEAOGuN13W3opueV2bhvrftzG2N6h3H1GL57bkM6/NqRz/1lxbeIhYujYbEwt5qtDhfxqaA8GRR37Fj9reBQPrTzCZz/l88shJ06C+f6uXMIDfDi3/8+z38n9wvlgdx7rkou5cGBki8iaUVKNQ8PA6BC32ifUiyCPiPVccWQUV/H61ixOjw1mxqlt56fk9iudlPLPwHxnnyuBXOB8wH3rlKFToB01OD58C8fLT0HvBGyPPOuR0gBYeaCA8EAfxjbiVdIQU08JZ/aonnx7pJhXN2eivfTVN3QNiirsvPh9BokRAcwafrxiOK1nECNjg/loTx6V9oaLkR7Mq2BreimXnNb9GMNxQkQACc4stS1FZonl4BEX7p57bWLkzzmrPMWhNc9tSMcmBHef0atNX7I8WQu4GThPKTUHqHL+vhhIbA3BDO2DLi3B8fzj6M/eR5w9HdsDf/W4LGt+uZ3NR0uY2i/cqxiNXw7uzqWnRfLpTwW8tyvX4/6GrsPLmzIpqarhd2f2OuHS5azhURRW1PD5/obfYT/YlUuwn40LBh7/Rj4pMYw92eV1D/zmklFiZU6IC3NPcUQE+hIR6OOVnWPp3nx2Z5dz29iYNk+U6IniiFBK/ej8XCWl9FNKbcRaujJ0AXTqYRxP3gd7diKuvxPbDXdZNTE85OtDhdRojlkW8AQhBDeOjmZKYhhv78hh5QEzqT0Z+cbpXjpreBT9Ik/8IB4cHcyI2GA+3J173KzjaFEV65OLueDUCEL8j4/gPjvBCgBce6S4RWTOKqmmm7+N0AD3l50SIgI8juVIKaxk0fZsJvQJ5ZwmvLdaA08W1Q5KKYcqpXYBPwK/kVLmA027NABSyhnAc1g1x19VSj3lcjweeBMroNAHeFgptVxKmYgVK7LP2fQ7pdSvPZDbAOiqSkhPgcoKqKqEqkp0ZWXdZ0qK0V9+AkHB2B54EjFgsHfn0ZovDhYypGcQfcIDvJbXJgR3T+xFUWUNL23MIDzQp9WifA1tz/7ccvbllBMe4EtkkC8RQT5EBPoS4mdDCEFeuZ35mzIY2COQyxuxXdQya1gUf/wymRUHCriknjvqh7tz8fMRx+yrT0yoP4N7BvHN4SJ+NbT5hcIySqqJDvXMQJ0YEcBn+wuocWi3PKLsDs2/1qcT5GfjzvGx7ZK6xxPF8QhQe2cfBv4HhAJ3NtVRSukDvAicB6QCm6SUS5x1xuuPr5RSL0kph2DVJ090HjuolHJNd2JwA52Xg179KfqblVDaxFvVwKHYbnugWZX2dmeXk1ZcxZXDenk9Ri2+NsFDk3rz0IojvLUt2yiOLsLn+/NZsCmTmgbMV342QUSgDw4NVTWae890z710aEwww2KC+XBXLucPiCDA10Z2aTWrkwqZPiCCiKATP+omJYYxf1Mmh/MrSGxkZuMOmSVVjc6OGiIxMpCqGk16SRV9wpp+2fpgVy4H8ip48Oy4Rq+rNfEkO+7yep83YgUAHoOU8mql1DsNdB8PHFBKHXK2WwxcihWNXovGSmsCEA6kuSub4Xj0wb3or5ait6yz7uyoCdjGT4LgUPAPgIAA67d/APgHgn8Awrf5f4RfHCggyNfGmfEt85AP9LUxrX84r23JIrOkihgP3+Y6OofzK4iIbNio29WwOzSvbclk+U8FjO4Vwq/Hx1Bh1xRU2Mkvt1NYUUN+uZ2CCjtFlTWc2z/crQdpLbOG9+CRL1P44mABMwd155M9eWgNvxzc+IvQWfHdeGVzJmuPFDdLcdQ4NFmlds7o69nybm1RpyP5lU1e76G8Ct79IYdJiWGcFd/2S1S1tLS6mg80pDh6YyVErCUVmODSZi6wUkp5N1aA4bn1jvWTUm7DypX1iFJqresJpJS3A7cDKKWIiory9hrw9fVtVv/WpDHZtN1O5YavKVumqP5pFyI4hOCLryL4wl/hE938GUBTVNTA+pQSZpwWTZ/Y6BYbd9rQYF7bksW+QsHQRO++l474na5PyuP3yw9z7sBS5s4Y2CGzBbfUfSuqqObx5XvZnFLI1aN785uzEpsdqOYq2zlRUYzcU8hHewq46PQEvjj4E+edFs2QxMb/9qOA8fG5fJtcwu+mneb195BZXIndoekfG+nRfesW4cBHHCazyqfRPlprHv5yBxHB/vzh/CGEeRn30RLfaUsrjub8JVwNvKGUekZKORFYJKUcBqQD8UqpXCnlGOBjp63lGB86pdQCYIFzU+e4ZGn1hKioKJrTvzU5kWx63w84XnsW8nMguhfi6tsRZ06lMjCYSoA2uJ61adVU2h2c3SegRe9fsNbEhvrxzf4MJvX2znuko32nlXYH/1iVRJCvjS9/yiYqwMHVIzpeRcSWuG8phZU8uSaV7FI795wRy7T+3cjPa763XEOyXXFaOI9+VcRd7+2gwu7gov4hbsk/sXcg3x3J59u9KQzuGeyVPHsyywAIpQq73e7RfevVzZ89afnk5Jw4/uPbI0XsySzh3om9qCopIKfEKzEb/U7j4uLcGqOlQ3NP5HR/FOhbb7uPc199bsFZhlYptQEIBKKUUpVKqVzn/i1YebIGtqTQnR19cC+O5x+HgABsdz2K7fGXsE2diQj07h/AW5buyiQxIoABLZQiuhYhBKPjQtiRUUZVTcda1tmdVca+nHKP+32wO5fMkmr+OLk3Fw6OZvEPua2arbW92HK0hAdXHKGs2sET5/ZlWv/WDVIbHhPMkJ5BpBZVcUbfUOLddNAY3ycUfx/RrO+g1qU3JtTzl5vEyIBGXXKrazSLtmeTEBHA5MT2W6Kqpa1yOmwCTpVS9pNS+gOzsOp41CcZK2kiUsrBWIojW0rZ02lcR0p5CnAqVs1zA6CTD+J47i8QFoHt/icRp49rNFtta3Eor4J9WSWcNyC8VZZcxsSFUlWj2ZXl+UO6NSiurOG5Den84YtkHv0y2SM//PTiKj7clcekhDBGxIbw+6kDGNIziOe/S+cnL5RQR0Rrzcd7cnliTSoxoX48MyPR6zd5TxBCcN3pPQn0tSGHub8cE+znw/g+oaw7Uozd4V3QaW26dm9iKhIjAsgsqT5hnrYVB/LJKKnmxlE92yQXVVO0yRNGKWUH7gJWYLnWKqXULinlPGcaE4D7gduklDuw7CQ3OkvTTgJ2Sim3A+8Dv1ZK5bWF3B0dnZ6C49k/Q1AQtvufQES0flbME/HlwQL8fQSTE1s202gtw2OC8bMJtqR5OT8/AdU1mp9yyql2cyajtWbt4SJ+u+wQa5IKuWxwd4L9bDz1TSqlVU0nZ9Ras2BTJr42wU1jLDuQv6+NP0zqTWSQL39dk0p2aXUTo3RcHFqz+WgJf/oymde3Wp5wT01PaNMAtaExwbx71UD6ezjznZQYRmFlDTszSr06b1ZJNVHBvnW5sDyhfuoRV8qqa3j3h1xGxAQzqpd7qUxam5a2cSSf6IDTK2u5y77H6n3eDZzVQL8PgA9aUMYugc7OwPHPR8FmwzbncUSPxo3R+3LKySiuYnILp5AGZ5W/w0VM7h9FtxOUyWwuAb42hscEs+VoKbeOaZkx04ur+Pu3aRzMqyDU38bZCWGcc0o4A3sENjhryimr5uWNmWw6WsKA7oH8ZWpf+kUGMr5PKI98mcy/v0vn4bN7Nzrj+i6lhK3ppdwyJpru9VwpwwJ9eWRKHx5accRK9HheglupwjsK1TWabw4X8tGePFIKq4gK9uX2sTFcMDCi0+QbG90rlFB/G2sOFzE6zrNUOeBdDEctiRGWkjucX3nczOzDXXkUVdYwe1R0h3Gg8KTm+EdYAXqfKqUafCVSSg1rKcEMJ0bn5VhKo7raCtaL7d1o+x0ZpTyxOhW7QzO2d2iDEbTN4VBeJaVVDqYOjOLEZq7mMzouhFe3ZJFeXNXsLKCrkwp5aWMmvja4dUw0P+VW8NWhQj7bX0BcNz+m9AtnSr8wYkL9cWjN5/sLeGtbNjVac/PoaGYOiqxbMhgaHcyNo6JZuDWLj3bncfkJAskq7A5e3WLZgS5qIKlefHgAv/9FHI+vTuXZ9Wk8PKl3h3/ollbVsGJ/AUv35ZNXbicxIoA5Z/biFwlhXr15tyd+PoIz47vxzeFiKu0OjwsiZZZUMcbD3Gy19AzxJdjPdtyMI7esmk/2WsuaA3q0rO2wOXgy41gLPAa8JqVUwCKl1PrWEctwIhwFeTiefRRKirDd9wSiT2Kj7Xc6lUawn42Cihp+yCzjjL4tG0iX5qzcl9A9CGrKWnTs+oztHcqrW7LYmlbKRYO8Uxzl1Q4WbM5k1SEruv2+s+LqllHKqmvYkFzM10lF/G9nDv/bmcPQ6CBqHLA3p5zTY4O5c3wssQ0orUtOi2RfTjmLdmQzoEcgI2KPX1J494cccsrsPHBW3AnXqUfHhXLz6Ghe3ZLFf7dnc8OolnNrbkmOFlWx8kABK/YXUG53MCI2mLvPiGVUr5AO81bsDZMSw1h5oJCNqSWc7YERutLuIL+ixivDOFi2mcSI4w3k7+zMwaE1143sWK7kngQA/hP4p5RyKHAd8I6UsgpYBLytlDrYSjIanOjSEvL/9WfIy8Z271xEv1Mbbf9DZimPr04lNtSPuVP7cufSQ2xPL21xxZFeXIVNWIndCvNbT3H06uZPr25+bEkr4aJBnqfBTsqv4O/fppFWVIUc1oNZw6OOeYAH+/kwrX8E0/pHkFVSzZrDhXydVERxZQ33nBHL1FNObPgXQnDXGbEcKajkH9+m8c8LE4kK/vkhklJYySd78ph2SjiDoxs3Es8cFElqURUf7M6jT3hAk4Ww2oriyhq+PVLE10mF7MupwCas4LlfDunhsT2hozKkZzA9gnz55kiRR4oj02mXimmGLSchIoA1h4vQWiOEILmwkq8OFXLRoMgOF/jqsY3DmavqD1LK5cALwJ+B+6WUm4D7lVI7WlhGA6BzMnEs+DuO1MPYfvsnxMDGVwV3ZZbx+NeWR8vj58YTEejL8Jhgtntp+GuM9OIqokP82qTw0pi4UFYeKPBoKUFrzQc70nj+myOEBvgwb1rfBmcE9YkO9ePKYVF1+YvceYsO9vPhD5N6c//nR3h67VGePDcBPx+B1pr5mzIJ8rMxe1TTsRpCCG4bG0NacRUvfp9OamElVwzt0eJLjO5QXePg+5Rivk4qZNPRUuwOTUJ4ALNH9WRyYhg9gts2K2tr42MTjOkdwvrk4roHuDtkFluKo6HZqLskRARQVu0gu9ROdKgfb23LJshD77C2wtNCToOwZhvXALWzjZlANlbOqo+Bfi0s40mNLi1GL38PvWoZCBvh98+jZMDQRvvsyipj3uoUeob48cS0+LrKYiN7hbDpaCkZxVXN+gN3Ja24ukXHa4wxcSEs25fPrqwytwyY1TWaZ9YdZUNKCWPiQrh3Yi+Pqr15uuzSJzyAeybG8vTaNBZuzeSOcbGsPVLMD5ll/HpcjNvn9rUJHjq7N69szuSD3Xl8cbCQq4b34PwBkV6lqvcUh9a8vSOHLw4ecFbI8+HCgRGc0y+cfpEBnXo5qin6RQay8kAhOWV2t73BMkudMRzNmHHU1uY4UlBJdmk1m46WcP3InoS1ksNJc/DEOL4ZK+ngu8A1SqnvXZr805kuxNAC6Ooq9Nefoj99D8pLEROnIi69lsCBp1HSSETqnqwy5n2dSo9gP544N/6YJGgjna582zNKmdFCD3qtNenFVQyKapugpKHRwfj7CDanlbqlOD7fn8+GlBLuPCuR6Qlt88A7Kz6MywZX8PGePPqGB6B+zGVA90CmD/As+C3U34c5Z8Zx6WndeX1bFq9szmLZvnyuH9mTM/t2a9Vr2ZVVxvu7cjmrXyRTE0IY1SukQ8QPtAWJ9Vxj3VUcGSXVBPgIwgO9f8jXuuQmFVSwMbWEHsG+XOzFkmxb4JbikFIKYDHwb6XUCSueKKXMbKOZaIcDvWkt+qNFkJsFw0Zju2I2ok/Tt3ZPdhlzv06le5AvT5wbT6RL5sze3fzpGezL9vRSZpzaMn+QhZU1lFU7iGujGUetW+7WtBKg8bK0pVU1qB9zGREbzDVjepOb23ZFoW4Y2ZP9ueXM35SJAP40ubfXD95Tugcyb2pftqaV8ua2bJ5em8agqCBuGt2z1YLq1h0pJsBHMO+C0ygpdKtyQpeh7gGeX+F2BcuskmpiQ/2bpcyD/XyIDvHj0335FFTUcPcZsR57drUVbknlDMT7C2BvXXFOXrSjBv3jVhx/fQD96jMQEoptzjx87p3rltJIyq/gL6tS6R7kwxPn9j0mRqAWIQSn9wphZ0YZNV5Gx7qS7vSoaq57rCeMiQslvbiatKLGq7Z9uNvyf7+xHfzffWyC3/+iN7Ghflw6uDun9ghqulMjCCEY0zuUZy9M5K4JsWSVVvPwymSeXZeGo4XL69Y4NBtSihnTO5RAv463TNLahPhbD3BPiitZMRzNt/ckRgZQUFFDQngA57RCzFVL4YmNYxtWjqi9rSTLSYe22+GnH9Bb1qO3fQfFhdC9J+KWOYjxk91OHWJ3WLWHA30FT5wb36jBclSvEL48WMiBvAoGRTXvYQaQ7jQKtq3isJbctqSVEBfWcLR8blk1S/bmMSkxrN08fiKDfPnPxae06BKPj01w3oAIzk4M490fcvhwdx5DY4I9XgZrjL3Z5RRU1HBWC6XG74z0iwxwuw641prMkipGxDR/9pcYEcDG1BJu6CCpRU6EJ4pjNfC5lPINrBTpda85SqmFLStW+5BZUsUne/O5dnwwrRXYr6urYfd29Nb16O3fQ1kJBAQhRoxFjJ4Ip49H+Hn2EP5kTx5J+ZU8fHbvJr1cRsSGIIBt6aUtojjSiixXXG/9170htps/cd382ZpWysUnqOz2v505ODRcd3r7eqS01j9/oK+NG0b2ZF9OOW9ty+KMPqFep9l2ZV1yEf4+gjFeRE93FRIiAth0tMQt772iyhoq7LpF/gcuHBhJ7zD/upejjoonf2lnAUkcX2NcA11CcZRXO/h0Xz5n9I9hRAvbpLTdjv7wTfTalVBRDkEhiNPHI8ZMhCGjEP7elVlNK6pi8Q85TOwbykQ33hDDAnwY0COQ7emlzBre/IdqeonlitvWUcJjeofw+U8Nu+UmF1Sy6lAhMzug/3tLIoTgjnGxzFmexFvbs7nrjObXXHFozXqnB1pnSnnS0vSLDMChIbmwssllxowSZwxHCyiOyCBfpnTgJapaPAkAPKc1BekIdHe+rWeXVEKk9/WyXdFlpTjm/x/s3o6YMBlxxhQ4bQTCt3l/aFprXtyYgZ/N8vt3l5GxIXywO5fSqppmxwakF1e1mWG8PmPiQlm6N58fMsuOM2C+tT2LIF8bV3ZA//eWJiEigItP687He/I4b0BEs2eRe7PLyS+3c2Y7VpfrCNTmjjpS0LTiyHQqjtgu/JLiildzW6eXVd0rplKqYxVJ8JJu/jb8bILskiqgZRSHzs3C8e95kHkUMftubL84r0XGBfjyYCE/Zpbx2wmxHgVijewVwnu7cpudfkRrTVpRNaed0vwlL08ZGh1EgI+VLbe+4vgxs4xNR0u5oYP6v7cGs4ZHsfZwES9vzOAfM5pXWW9dcjF+NsHY3h17qaS1ie3mR4CPIMkNO0dtHY6WMI53FjyJ4+iNFSk+CXC1xHWJ/1AhBD2Cfckpadxbx1100n4cLzxuJSO8dy5i8OktMi5AXrmd17dlMSw6iHP7eza1HRQVRKCvaHb6kcKKGsrtjjY1jNfi72NjRGwwW9NK6yJ8tda8sS2LHsG+zOyg/u+tQZCfjVvGRPP0t2l8vr/Aq3QsYC1TbUguZnRcCMEnoTdVfWxCkBAR4JZnVUZJNRGBPgR2UNfZ1sCTK30ZK1p8GlACjMYqxvTrVpCr3ege5Et2qftueHOfLLIAAB9mSURBVCdCb92A4x9/AD9/bA//n1tKY01SIXuz3Svk88rmTKrsmjsn9PI4g6qfj2iR9CO1rrjtsVQF1nJVRkk1R51yrEsuZn9uBdeOiOqw/u+txZnx3RgZG8zbO7IpKPfOa35fTjm55XbOPIm9qerTLzKQw/kV6CbcnbNKqru0La0hPPnvOhO4WSm1HdDOnFS3YBVg6jL0CPZ1LlV5h9Yax8qPcbz8FPROxPbHvyPi4pvsV17t4J/r03lo5RFe3phxwkpgAN+lFLM+uZhZw6PoHebdH+zIXiGkF1eTUez9taa1QwxHfUY7PU+2ppUeU1qzMxgXWxohBLePi6WyRvP6tiyvxlifXIyvTTC+z8nrTVWfhIgASqoc/9/evYfHVZ8HHv+eueg6tmRpJNuyZOTEpvgC2FxsCCHNshBMkoZLuj+gCYEtC2kXSNsnNCFpHuLSJAu7hQS65EKBmLJt3DdtEmjrFp6GkuZCwFwfwIbYYGFb1sWSLFuj29zO/nHOSKPRSJojSzMjz/t5Hj/MnDkz89NBmnd+t/eld4ZA3BmJ5XVVYTHwEjgSjG8A7DfGNACDwPTFIBaY+qogRyLRGb9lZGMnEth/9z3sHz4Km853Srkuzm3YoNMNVusaKvm3vf3c+s/72XVocrW7gdE4393Vxaol5VyxbvYV/9LTj8zW4QGnVGahxnaXhspoXlzGS+2RsdKa128s7vXv82nF4jKuXFvHs/uP82aXtyzFSdvmVwcG2LRch6lSVrkLZKbbzxFP2vQMxVimgWNKzwMfdW8/hZOz6kfAi3PdqEKqqwwQTSSJRL3N99vJJPYj92E/uxPr0ivxffYLWOW5T7Cnhn1uOmcp91x6CqGgn6/97BD/5xftE4YevvOLNo6NxLlly7ITWgK7YlEZYTf9yGx1DERZGsr/Utx0ZzdV80b38FhpzbOKfP37fPtvG+pprA7w3V2dnmpn7+0doWcoXtKb/jKlUo9MFzh6BmMk7fzuYyoGXlZVXcd4oPlj4HYgBHwrlycbY7YC9+NMpD8sIndnPL4Sp8JgrXvOHW652fTHdwPbROQvPbTbk/oq55L0DsU8lUG1/3E79q6fY111Pb7LPun5fTvG0jIHqQr6ufeyVn60uxd5o5dXOwb5/bMaWRoq44k3OrlijlJYbFxezXMHBkgk7Vl9Sy/UUtx0ZzWFeOKto0VXWrNQygM+/sc5S/nGz9r5p7f6uHJd9mqEmZxhKnSYKk0q9cj+/pEpz5nLPRwLiZd9HP1pt4eBv8j1ucYYP/AgcAlwCNhljHnSrTOe8hXnpeU7xph1OPXJW9Mevw/411zfc7bGA0ec1hwXpyT//Unsp3+CddHHsbZeNav37YxEqSn3jw0TBP0WV58e5gMrF/Hg85088OtOAj6LpsXlXHvG3OxPOJH0I7Ztc3ggNmNRovm2vrGSUJmPs5pCRVVas5C2NC/i3BXV7Hi9hwtbF08oKJWNbdv86sBxNi6rLkjNj2I2U+qRUtzDAd6W45YBNwAbcXoaY0TkMzM8fTOwT0TedV9rB3A5Tg8ixQZSu45qgMNp730Fzq71ua9ClKG+0vkjm2lCLMV+6ZfY8ghsOg/r6htn/Y23Y4qaFi015XzjkpU8tbefn+zp446L11ARmJtckyeSfqR/JMFIPEnTosJ+0wr6fdz/sVUls2cjVzeds5Rb/3k/336+kz/77eZpe5T7+kboHoxz7RkzF5kqNTOlHumKRAn4yJpU9GTm5ad9DDgT+Cegy+P7rMDJb5VyCNiScc424Gm3pkc1cDGAMSYEfBGnt3L7VG9gjLkZuBlARAiHZ/etvGZJEniHEcpmfI3o7tc4+sg3CZ66niVf/F+e5jQydQ/uZ1Pz4inf87qGBq77AAQCAeLxuQkcYeC0pR28eSTq+Xq1tx8D4LQVDYTDTtcsEAjM+rqfiFzesVBty8V8tC0chtsutLj32Xd48KVe7rz0t6aci/r7t/YT8FlsPeOUSfmuSu26ZTpjJcgbvQxYVawITx7GOxrrYdmiCpY2Tgy6J/t18xI4tgKr0oes5ti1wHYRudcYcz7wuDFmA05A+aaIRIwxUz5ZRB4CHnLv2j3TFDuayZLKIAd7jzHda9gdh0je/QWoayDxB3fQOzAAAwOzer9oIkl3ZJQlZfa07wkQDodnPMeL9eFyfrS7l/cOd3kapthzyPk1qLaH6elJzEvb5lIptu1DK4L0bmpg+ytHiI6O8icfaJrU87Btm5++3c2Zy6qIRvrpyVjIV4rXLV2931m08mpbJ2H/5AzEB/sihKv8k9qxUK9bU1NTTq/hZVXVAWafh6MdaEm73+weS3cjIAAi8hxQgfNlcgvwv40xbTiT8l82xtw6y3bkpCFURu/Q1N/q7WNHSd6/Dfx+fH/0VayQM8L2L28f5es/O+T5/boiMWwoyJK+TcurSdrwusflmx0DMfwWNJ5AqUw1/65cV8/1Gxv4+XsDfOu5jkl1WN7pG6UrEtNNf1NIpR6Zap6jMxI7oXKxC5WXHsffAE8YY+4nY6hKRJ6Z4bm7gDXGmFU4AeManLrl6Q7g7ErfboxZixM4jojIhakTjDHbgIiI/F8P7fasIVTG4f7sH6T2yBDJB/4cIsfx3f51rIZlY4+9fDjCS4cHc0rFnK4QxZBSZpt+5LC7FLdU90wsJFetrydpw+OvHcFnwefOWz72/+2XB47jt5wJdTVZKvXI/iypR4ZiCQZGEyW3hwO8BY7Ut/xvZBy3gfdN90QRibu9hKdwlto+KiJvGmPuAl4UkSdxdqD/tTHmT9zXvMGtPJh34epyXj98fNJxOx4n+d174FAbvlu/gtW6ZsLjXYNOz6H9eJT3eSgeVIhiSCmzTT/SMRAt2I5x5d3vbqgnic3fvtaDBdx23nJ8lrMM94xl1Z6WnpeaVUsq+NWB42M50VJSK6qWFniBSCF4WY57QvXE3T0ZOzOO3Zl2ezdOzY/pXmPbibQhVw2hMo6PJoglkgT94z0H+7ln4M1XsK67Bev0cyY8x6kC5vwiHTg26jFwRKku87GorDD5lTYur2ZX+yCdA9GsK7sy2bZNx0CU9QVeiqu8MRvC2LZT5MqyLD526hI6IzE+uT63vR6l6pTacp7a56QeSV/aPLaHo7r0vkCV1hqyHDW4a7L7huMTk5ft2wOhxVgXfmTSc/pHEkQTTgfp4DFv+Z865qDQ/YnYuGw8/cjWHALH0RGn4lmhN/8p764+3QkeP3i9h1c6BvFZcJ5u+ptWeuqR9MCRSqeuQ1UZjDF7RGSte3tCuViXhZPwcOYsfgtIQ8j5Rekdmhg47La90Lom6wd8qrcBcPCYt+y6nQPRgm5eW7HYST/ySscgW9fMvOtxfE6m9P5gTgbXnBEmYdvIG72cuaxqzkrOnqzSU4+k137pisSoDvoIleAw30y/MTel3f70fDakmKR6HD1pK6vskWHoOIR11geyPif17aOlpowDHgJHPGnTPRjjwlMKV3HNspz60j9rOz5peC6bQqdTVyfu984I01JTPvZtWk0tlXqkLSP1SFcJZsVNmfYTQkR+kXb3OZxVT4/gzFU8jLNJ7/l5a12BpHocfcPjvQgOvAN2EmvVmqzP6Rp0zj27KURXJMZoPLckiUfcJGmF/va+uTnESDyZ07Lcw8ej+C1oKMFliCcLy7L4UOtiWmo0cOSidUn5pGqAXSVYhyPFy2zsd4CLgNuAc4HPAR8Gvj33zSqsUJmfcr81YS+H3bbXudE6ReBwq4Ctqa8gaY/XqphJIZfipjt9aRXlfosXsqRyz3R4wPmD0aW4qlS01pZzeCBKNOF8IUy6i2FKtcfhZXDzCuD9aTvHdxtjngf2Ab8/5y0roFQJ2QmbANv2QV0D1uLJu0dhvNua+gZ3oH+UVUtmnrcYz4pb2MBRHvC5q6sifDZj2WGmzki04DmqlMqn1iXlJG040O/MRx4djhNL2iU5MQ7eehydQOb6y0qgY+6aUzzqqoL0DWf0OKbobYAbOKrLaFpUhs/KfWVVRyRKud9iSUXhJ9g2N4foGYpP6pKnSy3FXT7LyoNKLUSrap0vgal5jq4STaeeMtOqqovS7j4O/Jsx5q9wkhS2ALfg7Cg/6dRXBtjj1v+2I8fhSCfWhZdmPTfhVgFrDC0m6LdoWlTGweO5TZB3uhvpiqGOxDlNISxgV3tkyn0ofcNxRuI2y0t0bFeVpqWhialHxutwlObfwUxDVY9kOfbljPufBe6Zm+YUj/qqAH3DcaeEbNs+AKzW1VnP7RlyJrhT3VZnZVWucxwxWmqK45evtjLAqeEKXjgU4erTs2fPTA2tNWmPQ5UQv89JPdLmph7pikSxgMbq0lzKPO1PfaK7xReyusoA8aTN8dEEi1IT46dkDxyZVcBaasp5/lBkxqWtiaRNZyTGuSuKZwPWuStC/L/XeugdilGfpQDQ+FLc0uyiq9LVuqSc5w4MjGWJqKsKzLh0/WRVmj91DtIrAdpte2HZCqyq7PWsM8c7W2qcibT249P3OvqG48STdsFXVKXb7Ca7e7E9e+6qwwNO4ZqZqsopdbJpra1gIJqkbzhOVyRWshPjoIFjSqlv233DcWjbR2ZCw3RdkRg+a/zDdKU79DTTBHkx7sBeWVNGY3WQXe3Za4t0DER1Ka4qSa3uZsn9R0dLeg8HaOCYUqoUZE9PPxzrm3ZFVXckRkP1eIrxpsXOyqqZdpAXMivuVCzLYnNziNc6h7JuYuwYiOkwlSpJrW7qkb29w/QOx0t2RRVo4JjSksoAPgv6Op1KWdP2OAajE4q5lPl9LAuV5dTjCPqssWGxYnHuihDRhD0p1frYUtwiCnRK5YuTeiQwtklWh6rUJAGfRU1FgJ6jA+D3Q8vU6wQ6IzEaM36JWmrKZkx22BlxiiH5imApbrr1jVVUBX2TdpH3DccZTRTXnIxS+dS6pIJ33SW52uNQWdVXBugdikHTSqyy7Dl9RuJJjo0kJv0StdSU0zEQJZaYuhZVx0CsqOY3UoJ+i03Lq3mxPULSHm//YU1uqEpcargKSncPB2jgmFZdVYC+hJ/phqm63RVVyzJ+iVpqykjY4xPgmVLDPoVONTKVzc0h+kcS7O0dzwg6PidTfMFOqXxITZCXFUm2h0LJ2+C6MWYrcD9O6diHReTujMdXAo8Bte45d4jITmPMZuAh9zQL2CYiP85Hm+sZZXdw0YypRmByt3Wlm7Pq4LFRVtZO7q0cHUk4wz5F+q3l7KYQPgt2HYrwW+FKwAmCAZ+lS3FVyWp1U480VgeLIttDoeSlx2GM8QMPApcB64BrjTHrMk77CiAisgm4hvGsu28A54jIRmAr8D1jTF4CXt1QH5FgFdGW7Bv/wJmnACZMjoNTHMli6iW5nUW4FDfdonI/6xoqeaF9fJ7j8ECUZaGgLsVVJWuZm3qklCfGIX89js3APhF5F8AYswO4HNiddo4NpKoZ1QCHAUQkvUBEBZOrEM6buv4OYBF9tctpmuKcrsEY5X6Lmoxua3nAx9JQcMolucWSTn065zaH+P7LR+iKOHs3nDmZ4m2vUvPN77P41JkNrCjxlDv5ChwrgINp9w8BWzLO2QY8bYy5DajGKRIFgDFmC/AocApwnYjEM56LMeZm4GYAESEczp5rKReBQIBwOExjzwGoO5VEZQ3hcE3Wc/uj3TTVVtLQ0DDpsdWN3bQfG8nalmO/GcRvwdqVywh4SFuQals+XLqhmu+/fITd/bD2lHo6I7/h/FX1U75/PtvmlbZtdrRtk9144czvebJft2LaQHAtsF1E7jXGnA88bozZICJJEXkeWG+MWQs8Zoz5VxGZUMdRRB5ifC7E7unpmXVDwuEwR7q6qHnvTai7mHc7emipiGU992DfIA3VAbK939IK+HXbEJ3dRwhkDO+8091PQ3WQ/qN9ntt2Ij+bF5U4Q27Pvt3J6XUWo/EktYHElO+fz7Z5pW2bHW3b7CzUtjU1TTW2MlG+VlW146RhT2l2j6W7ERAAEXkOZ1hqQlgUkT1ABNgwby1N6ThAXcS5uL3Dkzo4AGPJzhqnmOBuqSknnhyfz0jXORAr2hVV6TavCPFG9xDvuKurdKhKKZWvwLELWGOMWWWMKcOZ/H4y45wDODXNcXsWFcAR9zkB9/gpwGlA23w32N6/l6rEKBV+6BvKHjgGRhMMx5OTJsZTxqoBZsxzjO3AXgATbOc2h4gnYedvjgK6h0MplafA4c5J3Ao8BexxDsmbxpi7jDGfcE/7PHCTMeY14AfADSJiAx8EXjPGvAr8GPifIjL/fcC2fVBZTbi6bMoeR9fg9FXAWmqyr6waiCYZjCUXxLf308KVLCr382rnEEGfRbhE6w8opcbl7VNARHYCOzOO3Zl2ezdwQZbnPY5TfTCvnFKxq6mrcnePZ9E1tvkve+AoD/hoDAUnpR4pxqy4U/H7LM5uqubZ/ceLMj2KUir/dOd4FnZ0FNrbsFpXu2lHpuhxuIEjM09VupbFk6sBLoSluOk2NzuFprTqn1IKNHBkFW/bB4kEVusa6quCHB2OT8jZlNIVibGo3E9VcOrUAy015bQfj5JIjj+/MxLDYuEkSdu0vJoyvzW2G14pVdp0wDqL2L49zo3WNdQdCZCw4dhIgiWVEy9XVyQ65cR4ysracuJuidjUpqGOgSj1VQHKFkjZyaqgn29e1kpdkaV/V0oVxsL45Mqz2N49sLgWloQnlJDN1DUYm7HX0OJWA0xfWbUQd2A315RP27NSSpUODRxZxPbtgdY1WNZ4kaXe4YkT5ImkzZEcAkfz4vFkhymdA9EFMTGulFLZaODIYI8MkWh/j1Qq9VQJ2cy9HH3DceLJmecpKoM+GqsDY0tyh2IJjo0mJqVhV0qphUIDR6b33gHbJhU4aiucErKZQ1Xj6dRnDgAtNeVjPY5OrWmhlFrgNHBksNv2OjfcwOH3WSypCEzaBNjlplPPJb1y+sqqhbYUVymlMmngyLR/L77G5ViLFo8dqq8K0JexCbBr0FlSm0tRo5aaMqIJm+7B2FgVPR2qUkotVBo4MthtewmuXjvhWH1Vth5HjPqqAEH/zDup03NWdUSiLKnwUxnUS6+UWpj00yuNPXAMersnBY66qmDWOY5cN/ClluQe7I/SWcR1xpVSKhcaONJ1d0BZOcE1GT2OygBDsSTDseTYMSdw5BYAqoJ+6qsCHDw26u7h0IlxpdTCpYEjjfX+0/A9sIPg2jMnHM/cyxFNJOkbjntKGdJSU86+vhF6h+Ms1/kNpdQCpoEjg+X3Y/kn7pDO3MvRnUqnPkO6kXQra8o4dNxdiaVDVUqpBUwDRw7q3ZVTqXmO7sj0dTiyaUlLEKhDVUqphUwDRw7Gh6qcwNE5q8Ax3svQoSql1EKmgSMHFQEf1UHf2F6OrkiMoM+alC13Oqkex6IyH6FyTRaolFq4NE92jurS9nJ0RWI0eqyGFyrzU1cZGOu9KKXUQpW3TzFjzFbgfsAPPCwid2c8vhJ4DKh1z7lDRHYaYy4B7gbKgCjwpyLyTL7anZJeCbB7cOY6HNlcsbaO6jLt5CmlFra8fIoZY/zAg8BlwDrgWmPMuozTvgKIiGwCrgG+7R7vAX5HRE4HrqcA9cfBmSBPrarq9LD5L93la+u4+P21c900pZTKq3x9/d0M7BORd0UkCuwALs84xwZSCaJqgMMAIvKKiBx2j78JVBpj8l7DtL4qwNGROMdHEwxGkwum7KtSSs21fA1VrQAOpt0/BGzJOGcb8LQx5jagGrg4y+t8EnhZREYzHzDG3AzcDCAihMPhWTc2EAhMev7KhhhJu5fOqBMwVi+vP6H3mMu2FQtt2+xo22ZH2zY7c9G2YpqpvRbYLiL3GmPOBx43xmwQkSSAMWY9cA/wkWxPFpGHgIfcu3ZPT8+sGxIOh8l8fnlyBIBf7+sEoMoemXROPmRrW7HQts2Otm12tG2zM13bmpqacnqNfA1VtQMtafeb3WPpbgQEQESeAyqAMIAxphn4MfAZEXln3lubRWoT4O4jw4C3XeNKKXUyyVePYxewxhizCidgXAP8XsY5B4D/Cmw3xqzFCRxHjDG1wL/grLL6ZZ7aO0m9u2djb+8I1boXQylVwvLS4xCROHAr8BSwxzkkbxpj7jLGfMI97fPATcaY14AfADeIiO0+bzVwpzHmVfdfYz7anW5xhZ+AD+JJW3sbSqmSlrc5DhHZCezMOHZn2u3dwAVZnvc14Gvz3sAZ+CynhOyRIW9ZcZVS6mSju9E8qHPnOXKtw6GUUicjDRwepNKFaI9DKVXKNHB4MBY4dI5DKVXCNHB4kFpZpT0OpVQpK6YNgEXvgpWLGYolaVqscxxKqdKlgcODxlCQT53ZUOhmKKVUQelQlVJKKU80cCillPJEA4dSSilPNHAopZTyRAOHUkopTzRwKKWU8kQDh1JKKU80cCillPLEsm270G2YDyflD6WUUnlgzXTCydrjsE7knzHmpRN9jfn6p23TtmnbtG3z3LYZnayBQyml1DzRwKGUUsoTDRzZPVToBkxD2zY72rbZ0bbNzkndtpN1clwppdQ80R6HUkopTzRwKKWU8kQLOaUxxmwF7gf8wMMicneBmzTGGNMGDAAJIC4i5xSwLY8CHwe6RWSDe6wO+HugFWgDjIgcLZK2bQNuAo64p31ZRHYWoG0twN8AS3H2Gj0kIvcXw7Wbpm3bKPC1M8ZUAP8JlON8Zv2DiHzVGLMK2AHUAy8B14lItEjath34beCYe+oNIvJqPtuW1kY/8CLQLiIfn4vrpj0Ol3txHwQuA9YB1xpj1hW2VZP8FxHZWMig4doObM04dgfwUxFZA/zUvV8I25ncNoBvutduYyGChisOfF5E1gHnAbe4v2PFcO2mahsU/tqNAheJyJnARmCrMeY84B63bauBo8CNRdQ2gD9Nu24FCRquPwL2pN0/4eumgWPcZmCfiLzrRt8dwOUFblNREpH/BPoyDl8OPObefgy4Iq+Nck3RtqIgIh0i8rJ7ewDnj3kFRXDtpmlbwYmILSIR927Q/WcDFwH/4B4v1HWbqm1FwRjTDHwMeNi9bzEH102HqsatAA6m3T8EbClQW7KxgaeNMTbwPREptuV+S0Wkw73diTPkUUxuNcZ8BqfL/vlCDKOlM8a0ApuA5ymya5fRtgsogmvnjgi8BKzGGRl4B+gXkbh7yiEKFOgy2yYizxtj/hD4ujHmTtxepIiMFqB53wK+ACxy79czB9dNexwLxwdF5CycobRbjDEfKnSDpiIiNkX0rQv4DvB+nKGEDuDeQjbGGBMC/hH4YxE5nv5Yoa9dlrYVxbUTkYSIbASacUYHTitEO7LJbJsxZgPwJZw2ngvUAV/Md7uMMam5vpfm+rU1cIxrB1rS7je7x4qCiLS7/+0Gfozzx1NMuowxywHc/3YXuD1jRKTL/eNOAn9NAa+dMSaI88H8tyLyI/dwUVy7bG0rpmvntqcf+A/gfKDWGJMaNSn432ta27a6Q3+228v4PoW5bhcAn3AX1uzAGaK6nzm4bho4xu0C1hhjVhljyoBrgCcL3CYAjDHVxphFqdvAR4A3CtuqSZ4ErndvXw88UcC2TJD6UHZdSYGunTu+/AiwR0TuS3uo4NduqrYVw7UzxjQYY2rd25XAJThzMP8B/K57WqGuW7a2vZX2RcDCmUPI+3UTkS+JSLOItOJ8nj0jIp9iDq6b7hxPY4z5KM6YoB94VES+XuAmAWCMeR9OLwOceam/K2TbjDE/AD4MhIEu4KvATwABVgLv4Swpzfsk9RRt+zDOUIuNs9z1s2lzCvls2weBnwOvA0n38Jdx5hIKeu2madu1FPjaGWPOwJnE9eN82RURucv9u9iBMxT0CvDpfM8jTNO2Z4AGnGyzrwJ/kDaJnnfGmA8Dt7vLcU/4umngUEop5YkOVSmllPJEA4dSSilPNHAopZTyRAOHUkopTzRwKKWU8kRTjihVpNzUH/uBYFqKCKUKTnscSimlPNHAoZRSyhPdAKiUB8aYJuCvgA8BEZy6Bg+4BY824BTa+iiwF/jvIvKa+7y1OAkDN+LkBvqSiDzpPlYJfA0nDUQtzu7tS3Cy5O4HbgD+Aqhy368oMhqo0qWBQ6kcGWN8ODnNngDuxkkQ9+/AH+Ik3fsznBQdT+AUz7kFONV9+h7gUeAvgQ+655wjIm8bYx4E1gOfwkmrvgUnTfdynMDxMPA597VeADaKSHphHqXySgOHUjkyxmwBfigiK9OOfQnnA/09nKyo57nHfTg9C+Oe+kOgyc0ym8qp9TZwFzAInJfqnaS9ditO4GgRkUPusReA+0Rkx3z9nErNRFdVKZW7U4AmY0x/2jE/TnLA90grBCYiSWPMIaDJPXQwFTRc7+EU0AkDFTiFiabSmXZ7CAjN+idQag5o4FAqdweB/W5t8AncOY6WtPs+nKGsw+6hFmOMLy14rAR+A/QAIzjFkib0OJQqVho4lMrdC8CAMeaLwANAFFgLVLqPn22MuQqnvsbngFHg1ziptYeALxhj7sUpsPM7wLluz+RR4D5jzHU4qeA3Ay/n78dSyhtdjqtUjkQkAXwcZ2XUfpzewsNAjXvKE8DVwFHgOuAqEYmJSBQnUFzmPufbwGdE5C33ebfjrKTaBfQB96B/m6qI6eS4UnPAHapaLSKfLnRblJpv+q1GKaWUJxo4lFJKeaJDVUoppTzRHodSSilPNHAopZTyRAOHUkopTzRwKKWU8kQDh1JKKU/+P4oHzx9T+tomAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9cdc3aee50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_history(history)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9bec458090>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9cdea5d710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9bec3722d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9bec3728d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_metrics(metrics)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.145810955961\n",
      "('Total of correcly predicted:', 179)\n",
      "('Accuracy of correclty predicted:', 0.33646616541353386)\n"
     ]
    }
   ],
   "source": [
    "pred_y = model.predict([expanded_eval_x])\n",
    "pred_y[pred_y>=0.5] = 1\n",
    "pred_y[pred_y<0.5] = 0\n",
    "\n",
    "\n",
    "from sklearn.metrics import hamming_loss\n",
    "print(hamming_loss(eval_y,pred_y))\n",
    "\n",
    "# a diferença entre o ground truth e predições será toda 0 quando os dois forem iguais\n",
    "## Então buscamos desses não dão tudo 0 e tiramos o inverso disso\n",
    "predicted_diference = eval_y-pred_y\n",
    "correcly_predicted = (np.where(~(predicted_diference).any(axis=1))[0])\n",
    "print(\"Exact match:\",correcly_predicted.shape[0])\n",
    "print(\"Accuracy of Exact match:\", float(correcly_predicted.shape[0])/eval_y.shape[0])\n",
    "\n",
    "## If you want to make sure that they are really equal\n",
    "#for x in correcly_predicted:\n",
    "#    print np.array_equal(predictions[x], eval_y[x])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Multilabel Confusion Matrix\n",
      "  TP,   FP,     TN,     FN, \n",
      "0 80\t47\t312\t93\n",
      "1 15\t2\t477\t38\n",
      "2 44\t24\t416\t48\n",
      "3 17\t35\t435\t45\n",
      "4 14\t17\t455\t46\n",
      "5 18\t20\t457\t37\n",
      "6 80\t9\t361\t82\n",
      "Σ 268\t154\t2913\t389\n",
      "\n",
      "F1 Score: 0.448913\n",
      "Recall: 0.364619\n",
      "Precision: 0.615776\n",
      "Hamming Loss: 0.145811\n"
     ]
    }
   ],
   "source": [
    "labels = [\"Wind\",\"Thunder\",\"Rain\",\"Ocean\",\"Fire\",\"Explosion\",\"Gunshot, gunfire\"]\n",
    "multilabel_confusion_matrix(eval_y,pred_y,len(labels))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "from keras.models import load_model\n",
    "model.save('modelos_salvos/2000audio_cnn.h5') \n",
    "\n",
    "np.save('modelos_salvos/2000audio_metrics.npy', metrics.custom_metrics)\n",
    "np.save('modelos_salvos/2000audio_history.npy', history.history)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}