two_assign_audioset_labels.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5bd14437-2187-43cd-8257-dfe0863e7498",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import glob\n",
    "from math import floor\n",
    "\n",
    "from IPython import display\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from tqdm import tqdm\n",
    "\n",
    "import librosa\n",
    "\n",
    "import tensorflow as tf\n",
    "import tensorflow_hub as hub\n",
    "import audioset.yamnet.params as yamnet_params\n",
    "# import tensorflow_io as tfio  # no support for Apple M1. See: https://github.com/tensorflow/io/issues/1625\n",
    "\n",
    "from lib_utility import load_wav_16k_mono, load_wav_16k_mono_segment"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "21a9e97e-f9b2-4410-a6f8-e76d7d2c267d",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Loading YAMNet from TensorFlow Hub\n",
    "yamnet_model_handle = 'https://tfhub.dev/google/yamnet/1'\n",
    "yamnet_model = hub.load(yamnet_model_handle)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "275c15ef-ce0c-4ecb-adfd-139a78dcc204",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Parameters\n",
    "sr = 16000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d61fb6ed-40ea-45b1-b8a9-30b0744e3636",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2022-04-02 18:42:50.052268: W tensorflow/core/platform/profile_utils/cpu_utils.cc:128] Failed to get CPU frequency: 0 Hz\n"
     ]
    }
   ],
   "source": [
    "# class map\n",
    "class_map_path = yamnet_model.class_map_path().numpy().decode('utf-8')\n",
    "class_names =list(pd.read_csv(class_map_path)['display_name'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "be23dd43-d8cc-4131-b9c6-a49f54189e65",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 Speech\n",
      "1 Child speech, kid speaking\n",
      "2 Conversation\n",
      "3 Narration, monologue\n",
      "4 Babbling\n",
      "5 Speech synthesizer\n",
      "6 Shout\n",
      "7 Bellow\n",
      "8 Whoop\n",
      "9 Yell\n",
      "10 Children shouting\n",
      "11 Screaming\n",
      "12 Whispering\n",
      "13 Laughter\n",
      "14 Baby laughter\n",
      "15 Giggle\n",
      "16 Snicker\n",
      "17 Belly laugh\n",
      "18 Chuckle, chortle\n",
      "19 Crying, sobbing\n",
      "20 Baby cry, infant cry\n",
      "21 Whimper\n",
      "22 Wail, moan\n",
      "23 Sigh\n",
      "24 Singing\n",
      "25 Choir\n",
      "26 Yodeling\n",
      "27 Chant\n",
      "28 Mantra\n",
      "29 Child singing\n",
      "30 Synthetic singing\n",
      "31 Rapping\n",
      "32 Humming\n",
      "33 Groan\n",
      "34 Grunt\n",
      "35 Whistling\n",
      "36 Breathing\n",
      "37 Wheeze\n",
      "38 Snoring\n",
      "39 Gasp\n",
      "40 Pant\n",
      "41 Snort\n",
      "42 Cough\n",
      "43 Throat clearing\n",
      "44 Sneeze\n",
      "45 Sniff\n",
      "46 Run\n",
      "47 Shuffle\n",
      "48 Walk, footsteps\n",
      "49 Chewing, mastication\n",
      "50 Biting\n",
      "51 Gargling\n",
      "52 Stomach rumble\n",
      "53 Burping, eructation\n",
      "54 Hiccup\n",
      "55 Fart\n",
      "56 Hands\n",
      "57 Finger snapping\n",
      "58 Clapping\n",
      "59 Heart sounds, heartbeat\n",
      "60 Heart murmur\n",
      "61 Cheering\n",
      "62 Applause\n",
      "63 Chatter\n",
      "64 Crowd\n",
      "65 Hubbub, speech noise, speech babble\n",
      "66 Children playing\n",
      "67 Animal\n",
      "68 Domestic animals, pets\n",
      "69 Dog\n",
      "70 Bark\n",
      "71 Yip\n",
      "72 Howl\n",
      "73 Bow-wow\n",
      "74 Growling\n",
      "75 Whimper (dog)\n",
      "76 Cat\n",
      "77 Purr\n",
      "78 Meow\n",
      "79 Hiss\n",
      "80 Caterwaul\n",
      "81 Livestock, farm animals, working animals\n",
      "82 Horse\n",
      "83 Clip-clop\n",
      "84 Neigh, whinny\n",
      "85 Cattle, bovinae\n",
      "86 Moo\n",
      "87 Cowbell\n",
      "88 Pig\n",
      "89 Oink\n",
      "90 Goat\n",
      "91 Bleat\n",
      "92 Sheep\n",
      "93 Fowl\n",
      "94 Chicken, rooster\n",
      "95 Cluck\n",
      "96 Crowing, cock-a-doodle-doo\n",
      "97 Turkey\n",
      "98 Gobble\n",
      "99 Duck\n",
      "100 Quack\n",
      "101 Goose\n",
      "102 Honk\n",
      "103 Wild animals\n",
      "104 Roaring cats (lions, tigers)\n",
      "105 Roar\n",
      "106 Bird\n",
      "107 Bird vocalization, bird call, bird song\n",
      "108 Chirp, tweet\n",
      "109 Squawk\n",
      "110 Pigeon, dove\n",
      "111 Coo\n",
      "112 Crow\n",
      "113 Caw\n",
      "114 Owl\n",
      "115 Hoot\n",
      "116 Bird flight, flapping wings\n",
      "117 Canidae, dogs, wolves\n",
      "118 Rodents, rats, mice\n",
      "119 Mouse\n",
      "120 Patter\n",
      "121 Insect\n",
      "122 Cricket\n",
      "123 Mosquito\n",
      "124 Fly, housefly\n",
      "125 Buzz\n",
      "126 Bee, wasp, etc.\n",
      "127 Frog\n",
      "128 Croak\n",
      "129 Snake\n",
      "130 Rattle\n",
      "131 Whale vocalization\n",
      "132 Music\n",
      "133 Musical instrument\n",
      "134 Plucked string instrument\n",
      "135 Guitar\n",
      "136 Electric guitar\n",
      "137 Bass guitar\n",
      "138 Acoustic guitar\n",
      "139 Steel guitar, slide guitar\n",
      "140 Tapping (guitar technique)\n",
      "141 Strum\n",
      "142 Banjo\n",
      "143 Sitar\n",
      "144 Mandolin\n",
      "145 Zither\n",
      "146 Ukulele\n",
      "147 Keyboard (musical)\n",
      "148 Piano\n",
      "149 Electric piano\n",
      "150 Organ\n",
      "151 Electronic organ\n",
      "152 Hammond organ\n",
      "153 Synthesizer\n",
      "154 Sampler\n",
      "155 Harpsichord\n",
      "156 Percussion\n",
      "157 Drum kit\n",
      "158 Drum machine\n",
      "159 Drum\n",
      "160 Snare drum\n",
      "161 Rimshot\n",
      "162 Drum roll\n",
      "163 Bass drum\n",
      "164 Timpani\n",
      "165 Tabla\n",
      "166 Cymbal\n",
      "167 Hi-hat\n",
      "168 Wood block\n",
      "169 Tambourine\n",
      "170 Rattle (instrument)\n",
      "171 Maraca\n",
      "172 Gong\n",
      "173 Tubular bells\n",
      "174 Mallet percussion\n",
      "175 Marimba, xylophone\n",
      "176 Glockenspiel\n",
      "177 Vibraphone\n",
      "178 Steelpan\n",
      "179 Orchestra\n",
      "180 Brass instrument\n",
      "181 French horn\n",
      "182 Trumpet\n",
      "183 Trombone\n",
      "184 Bowed string instrument\n",
      "185 String section\n",
      "186 Violin, fiddle\n",
      "187 Pizzicato\n",
      "188 Cello\n",
      "189 Double bass\n",
      "190 Wind instrument, woodwind instrument\n",
      "191 Flute\n",
      "192 Saxophone\n",
      "193 Clarinet\n",
      "194 Harp\n",
      "195 Bell\n",
      "196 Church bell\n",
      "197 Jingle bell\n",
      "198 Bicycle bell\n",
      "199 Tuning fork\n",
      "200 Chime\n",
      "201 Wind chime\n",
      "202 Change ringing (campanology)\n",
      "203 Harmonica\n",
      "204 Accordion\n",
      "205 Bagpipes\n",
      "206 Didgeridoo\n",
      "207 Shofar\n",
      "208 Theremin\n",
      "209 Singing bowl\n",
      "210 Scratching (performance technique)\n",
      "211 Pop music\n",
      "212 Hip hop music\n",
      "213 Beatboxing\n",
      "214 Rock music\n",
      "215 Heavy metal\n",
      "216 Punk rock\n",
      "217 Grunge\n",
      "218 Progressive rock\n",
      "219 Rock and roll\n",
      "220 Psychedelic rock\n",
      "221 Rhythm and blues\n",
      "222 Soul music\n",
      "223 Reggae\n",
      "224 Country\n",
      "225 Swing music\n",
      "226 Bluegrass\n",
      "227 Funk\n",
      "228 Folk music\n",
      "229 Middle Eastern music\n",
      "230 Jazz\n",
      "231 Disco\n",
      "232 Classical music\n",
      "233 Opera\n",
      "234 Electronic music\n",
      "235 House music\n",
      "236 Techno\n",
      "237 Dubstep\n",
      "238 Drum and bass\n",
      "239 Electronica\n",
      "240 Electronic dance music\n",
      "241 Ambient music\n",
      "242 Trance music\n",
      "243 Music of Latin America\n",
      "244 Salsa music\n",
      "245 Flamenco\n",
      "246 Blues\n",
      "247 Music for children\n",
      "248 New-age music\n",
      "249 Vocal music\n",
      "250 A capella\n",
      "251 Music of Africa\n",
      "252 Afrobeat\n",
      "253 Christian music\n",
      "254 Gospel music\n",
      "255 Music of Asia\n",
      "256 Carnatic music\n",
      "257 Music of Bollywood\n",
      "258 Ska\n",
      "259 Traditional music\n",
      "260 Independent music\n",
      "261 Song\n",
      "262 Background music\n",
      "263 Theme music\n",
      "264 Jingle (music)\n",
      "265 Soundtrack music\n",
      "266 Lullaby\n",
      "267 Video game music\n",
      "268 Christmas music\n",
      "269 Dance music\n",
      "270 Wedding music\n",
      "271 Happy music\n",
      "272 Sad music\n",
      "273 Tender music\n",
      "274 Exciting music\n",
      "275 Angry music\n",
      "276 Scary music\n",
      "277 Wind\n",
      "278 Rustling leaves\n",
      "279 Wind noise (microphone)\n",
      "280 Thunderstorm\n",
      "281 Thunder\n",
      "282 Water\n",
      "283 Rain\n",
      "284 Raindrop\n",
      "285 Rain on surface\n",
      "286 Stream\n",
      "287 Waterfall\n",
      "288 Ocean\n",
      "289 Waves, surf\n",
      "290 Steam\n",
      "291 Gurgling\n",
      "292 Fire\n",
      "293 Crackle\n",
      "294 Vehicle\n",
      "295 Boat, Water vehicle\n",
      "296 Sailboat, sailing ship\n",
      "297 Rowboat, canoe, kayak\n",
      "298 Motorboat, speedboat\n",
      "299 Ship\n",
      "300 Motor vehicle (road)\n",
      "301 Car\n",
      "302 Vehicle horn, car horn, honking\n",
      "303 Toot\n",
      "304 Car alarm\n",
      "305 Power windows, electric windows\n",
      "306 Skidding\n",
      "307 Tire squeal\n",
      "308 Car passing by\n",
      "309 Race car, auto racing\n",
      "310 Truck\n",
      "311 Air brake\n",
      "312 Air horn, truck horn\n",
      "313 Reversing beeps\n",
      "314 Ice cream truck, ice cream van\n",
      "315 Bus\n",
      "316 Emergency vehicle\n",
      "317 Police car (siren)\n",
      "318 Ambulance (siren)\n",
      "319 Fire engine, fire truck (siren)\n",
      "320 Motorcycle\n",
      "321 Traffic noise, roadway noise\n",
      "322 Rail transport\n",
      "323 Train\n",
      "324 Train whistle\n",
      "325 Train horn\n",
      "326 Railroad car, train wagon\n",
      "327 Train wheels squealing\n",
      "328 Subway, metro, underground\n",
      "329 Aircraft\n",
      "330 Aircraft engine\n",
      "331 Jet engine\n",
      "332 Propeller, airscrew\n",
      "333 Helicopter\n",
      "334 Fixed-wing aircraft, airplane\n",
      "335 Bicycle\n",
      "336 Skateboard\n",
      "337 Engine\n",
      "338 Light engine (high frequency)\n",
      "339 Dental drill, dentist's drill\n",
      "340 Lawn mower\n",
      "341 Chainsaw\n",
      "342 Medium engine (mid frequency)\n",
      "343 Heavy engine (low frequency)\n",
      "344 Engine knocking\n",
      "345 Engine starting\n",
      "346 Idling\n",
      "347 Accelerating, revving, vroom\n",
      "348 Door\n",
      "349 Doorbell\n",
      "350 Ding-dong\n",
      "351 Sliding door\n",
      "352 Slam\n",
      "353 Knock\n",
      "354 Tap\n",
      "355 Squeak\n",
      "356 Cupboard open or close\n",
      "357 Drawer open or close\n",
      "358 Dishes, pots, and pans\n",
      "359 Cutlery, silverware\n",
      "360 Chopping (food)\n",
      "361 Frying (food)\n",
      "362 Microwave oven\n",
      "363 Blender\n",
      "364 Water tap, faucet\n",
      "365 Sink (filling or washing)\n",
      "366 Bathtub (filling or washing)\n",
      "367 Hair dryer\n",
      "368 Toilet flush\n",
      "369 Toothbrush\n",
      "370 Electric toothbrush\n",
      "371 Vacuum cleaner\n",
      "372 Zipper (clothing)\n",
      "373 Keys jangling\n",
      "374 Coin (dropping)\n",
      "375 Scissors\n",
      "376 Electric shaver, electric razor\n",
      "377 Shuffling cards\n",
      "378 Typing\n",
      "379 Typewriter\n",
      "380 Computer keyboard\n",
      "381 Writing\n",
      "382 Alarm\n",
      "383 Telephone\n",
      "384 Telephone bell ringing\n",
      "385 Ringtone\n",
      "386 Telephone dialing, DTMF\n",
      "387 Dial tone\n",
      "388 Busy signal\n",
      "389 Alarm clock\n",
      "390 Siren\n",
      "391 Civil defense siren\n",
      "392 Buzzer\n",
      "393 Smoke detector, smoke alarm\n",
      "394 Fire alarm\n",
      "395 Foghorn\n",
      "396 Whistle\n",
      "397 Steam whistle\n",
      "398 Mechanisms\n",
      "399 Ratchet, pawl\n",
      "400 Clock\n",
      "401 Tick\n",
      "402 Tick-tock\n",
      "403 Gears\n",
      "404 Pulleys\n",
      "405 Sewing machine\n",
      "406 Mechanical fan\n",
      "407 Air conditioning\n",
      "408 Cash register\n",
      "409 Printer\n",
      "410 Camera\n",
      "411 Single-lens reflex camera\n",
      "412 Tools\n",
      "413 Hammer\n",
      "414 Jackhammer\n",
      "415 Sawing\n",
      "416 Filing (rasp)\n",
      "417 Sanding\n",
      "418 Power tool\n",
      "419 Drill\n",
      "420 Explosion\n",
      "421 Gunshot, gunfire\n",
      "422 Machine gun\n",
      "423 Fusillade\n",
      "424 Artillery fire\n",
      "425 Cap gun\n",
      "426 Fireworks\n",
      "427 Firecracker\n",
      "428 Burst, pop\n",
      "429 Eruption\n",
      "430 Boom\n",
      "431 Wood\n",
      "432 Chop\n",
      "433 Splinter\n",
      "434 Crack\n",
      "435 Glass\n",
      "436 Chink, clink\n",
      "437 Shatter\n",
      "438 Liquid\n",
      "439 Splash, splatter\n",
      "440 Slosh\n",
      "441 Squish\n",
      "442 Drip\n",
      "443 Pour\n",
      "444 Trickle, dribble\n",
      "445 Gush\n",
      "446 Fill (with liquid)\n",
      "447 Spray\n",
      "448 Pump (liquid)\n",
      "449 Stir\n",
      "450 Boiling\n",
      "451 Sonar\n",
      "452 Arrow\n",
      "453 Whoosh, swoosh, swish\n",
      "454 Thump, thud\n",
      "455 Thunk\n",
      "456 Electronic tuner\n",
      "457 Effects unit\n",
      "458 Chorus effect\n",
      "459 Basketball bounce\n",
      "460 Bang\n",
      "461 Slap, smack\n",
      "462 Whack, thwack\n",
      "463 Smash, crash\n",
      "464 Breaking\n",
      "465 Bouncing\n",
      "466 Whip\n",
      "467 Flap\n",
      "468 Scratch\n",
      "469 Scrape\n",
      "470 Rub\n",
      "471 Roll\n",
      "472 Crushing\n",
      "473 Crumpling, crinkling\n",
      "474 Tearing\n",
      "475 Beep, bleep\n",
      "476 Ping\n",
      "477 Ding\n",
      "478 Clang\n",
      "479 Squeal\n",
      "480 Creak\n",
      "481 Rustle\n",
      "482 Whir\n",
      "483 Clatter\n",
      "484 Sizzle\n",
      "485 Clicking\n",
      "486 Clickety-clack\n",
      "487 Rumble\n",
      "488 Plop\n",
      "489 Jingle, tinkle\n",
      "490 Hum\n",
      "491 Zing\n",
      "492 Boing\n",
      "493 Crunch\n",
      "494 Silence\n",
      "495 Sine wave\n",
      "496 Harmonic\n",
      "497 Chirp tone\n",
      "498 Sound effect\n",
      "499 Pulse\n",
      "500 Inside, small room\n",
      "501 Inside, large room or hall\n",
      "502 Inside, public space\n",
      "503 Outside, urban or manmade\n",
      "504 Outside, rural or natural\n",
      "505 Reverberation\n",
      "506 Echo\n",
      "507 Noise\n",
      "508 Environmental noise\n",
      "509 Static\n",
      "510 Mains hum\n",
      "511 Distortion\n",
      "512 Sidetone\n",
      "513 Cacophony\n",
      "514 White noise\n",
      "515 Pink noise\n",
      "516 Throbbing\n",
      "517 Vibration\n",
      "518 Television\n",
      "519 Radio\n",
      "520 Field recording\n"
     ]
    }
   ],
   "source": [
    "for index, name in enumerate(class_names):\n",
    "    print(\"{0} {1}\".format(index, name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4695648c-54cf-431a-b502-2974a4d38359",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sample rate = 16000\n"
     ]
    }
   ],
   "source": [
    "params = yamnet_params.Params(sample_rate=sr, patch_hop_seconds=1)\n",
    "print(\"Sample rate =\", params.sample_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f2bda930-0174-41e3-a5ba-347a5cb773cd",
   "metadata": {},
   "outputs": [],
   "source": [
    "sound_path = \"./sound\"\n",
    "sound_list = glob.glob(os.path.join(sound_path, \"*.wav\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a39385a-0a46-439c-8def-4a439c86cd6a",
   "metadata": {},
   "source": [
    "# Example on one sound file, \"this-american-life_getting-out.wav\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "086b0a97-39ad-477d-b490-a53a1ebe5039",
   "metadata": {},
   "outputs": [],
   "source": [
    "samples_curr = load_wav_16k_mono(sound_list[0])  # './sound/this-american-life_getting-out.wav'\n",
    "scores, embeddings, spectrogram = yamnet_model(samples_curr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "515aeb0a-364d-4247-a263-0a73ee44d7be",
   "metadata": {},
   "outputs": [],
   "source": [
    "scores = scores.numpy()\n",
    "spectrogram = spectrogram.numpy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c913dad0-474b-465a-83d8-c1c5309f445d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 483
    },
    "id": "XN67xLQasxQ2",
    "outputId": "9b0744bd-bc2f-4996-c9d9-c7ad2e08725a"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x1008 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualize the results.\n",
    "plt.figure(figsize=(20, 14))\n",
    "\n",
    "# Plot the waveform.\n",
    "plt.subplot(3, 1, 1)\n",
    "plt.plot(samples_curr)\n",
    "plt.xlim([0, len(samples_curr)])\n",
    "\n",
    "# Plot the log-mel spectrogram (returned by the model).\n",
    "plt.subplot(3, 1, 2)\n",
    "plt.imshow(spectrogram.T, aspect='auto', interpolation='nearest', origin='lower')\n",
    "# Plot and label the model output scores for the top-scoring classes.\n",
    "# mean_scores = np.mean(scores, axis=0)\n",
    "mean_scores = np.max(scores, axis=0)\n",
    "top_N = 20\n",
    "top_class_indices = np.argsort(mean_scores)[::-1][:top_N]\n",
    "\n",
    "# plot the topN classes\n",
    "plt.subplot(3, 1, 3)\n",
    "plt.imshow(scores[:, top_class_indices].T, aspect='auto', interpolation='nearest', cmap='gray_r')\n",
    "# Compensate for the patch_window_seconds (0.96s) context window to align with spectrogram.\n",
    "patch_padding = (params.patch_window_seconds / 2) / params.patch_hop_seconds\n",
    "plt.xlim([-patch_padding, scores.shape[0] + patch_padding])\n",
    "# Label the top_N classes.\n",
    "yticks = range(0, top_N, 1)\n",
    "plt.yticks(yticks, [class_names[top_class_indices[x]] for x in yticks])\n",
    "_ = plt.ylim(-0.5 + np.array([top_N, 0]))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd7c665a-f51e-4922-9012-4b3f62885b5e",
   "metadata": {},
   "source": [
    "# Label speaker segments / paragrpahs with AudioSet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "1c12af7a-10b7-4946-9170-a6c1198b3233",
   "metadata": {},
   "outputs": [],
   "source": [
    "speaker_path = './sound/speaker_files'\n",
    "audioset_path = './sound/audioset_files'\n",
    "csv_list = sorted(glob.glob(os.path.join(speaker_path, '*.csv')))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "14815e23-a86b-466f-8a0f-37795fc6ae89",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['./sound/speaker_files/99-invisible_matters-of-time.csv',\n",
       " './sound/speaker_files/99-invisible_stuff-the-british-stole.csv',\n",
       " './sound/speaker_files/a16z_crypto.csv',\n",
       " './sound/speaker_files/a16z_developers-as-creatives.csv',\n",
       " './sound/speaker_files/a16z_malaria-vaccine.csv',\n",
       " './sound/speaker_files/conan-obrien_cecily-strong.csv',\n",
       " './sound/speaker_files/conan-obrien_joel-mchale.csv',\n",
       " './sound/speaker_files/masters-of-scale_build-the-right-flywheel.csv',\n",
       " './sound/speaker_files/masters-of-scale_make-it-epic.csv',\n",
       " './sound/speaker_files/masters-of-scale_master-your-emotions.csv',\n",
       " './sound/speaker_files/my-first-million_how-to-build-a-community.csv',\n",
       " './sound/speaker_files/my-first-million_the-secret-to-being-great.csv',\n",
       " './sound/speaker_files/npr-politics_august-27th.csv',\n",
       " './sound/speaker_files/npr-politics_cutting-unemployment.csv',\n",
       " './sound/speaker_files/npr-politics_school-mask-ban.csv',\n",
       " './sound/speaker_files/radiolab_dark-side-of-the-earth.csv',\n",
       " './sound/speaker_files/radiolab_dinopocalypse-redux.csv',\n",
       " './sound/speaker_files/the-internet-says-its-true_hidden-village.csv',\n",
       " './sound/speaker_files/the-internet-says-its-true_hollywood.csv',\n",
       " './sound/speaker_files/this-american-life_essential.csv',\n",
       " './sound/speaker_files/this-american-life_getting-out.csv']"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csv_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "919e7aa5-ad1a-4943-ab9f-66ea7e2419d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists(audioset_path):\n",
    "    os.mkdir(audioset_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "e8bd766e-a068-4148-9ed4-2e1713244a2e",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 ./sound/speaker_files/the-internet-says-its-true_hollywood.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 74/74 [00:10<00:00,  7.06it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 ./sound/speaker_files/npr-politics_cutting-unemployment.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 34/34 [00:03<00:00, 10.20it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2 ./sound/speaker_files/a16z_developers-as-creatives.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 41/41 [00:08<00:00,  4.85it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3 ./sound/speaker_files/a16z_malaria-vaccine.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 63/63 [00:10<00:00,  5.89it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4 ./sound/speaker_files/my-first-million_how-to-build-a-community.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 146/146 [00:31<00:00,  4.65it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5 ./sound/speaker_files/masters-of-scale_master-your-emotions.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 68/68 [00:12<00:00,  5.42it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "6 ./sound/speaker_files/radiolab_dinopocalypse-redux.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 129/129 [00:20<00:00,  6.30it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "7 ./sound/speaker_files/this-american-life_essential.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 142/142 [00:28<00:00,  4.90it/s]\n"
     ]
    },
    {
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      "8 ./sound/speaker_files/99-invisible_matters-of-time.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 157/157 [00:23<00:00,  6.61it/s]\n"
     ]
    },
    {
     "name": "stdout",
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     "text": [
      "9 ./sound/speaker_files/npr-politics_august-27th.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 61/61 [00:07<00:00,  8.63it/s]\n"
     ]
    },
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      "10 ./sound/speaker_files/99-invisible_stuff-the-british-stole.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 115/115 [00:17<00:00,  6.70it/s]\n"
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      "11 ./sound/speaker_files/a16z_crypto.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 42/42 [00:08<00:00,  4.71it/s]\n"
     ]
    },
    {
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      "12 ./sound/speaker_files/this-american-life_getting-out.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 123/123 [00:26<00:00,  4.60it/s]\n"
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      "13 ./sound/speaker_files/npr-politics_school-mask-ban.csv\n"
     ]
    },
    {
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     "output_type": "stream",
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      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 26/26 [00:03<00:00,  7.53it/s]\n"
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      "14 ./sound/speaker_files/my-first-million_the-secret-to-being-great.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 71/71 [00:12<00:00,  5.52it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15 ./sound/speaker_files/masters-of-scale_build-the-right-flywheel.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 119/119 [00:19<00:00,  6.06it/s]\n"
     ]
    },
    {
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      "16 ./sound/speaker_files/the-internet-says-its-true_hidden-village.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
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      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 29/29 [00:05<00:00,  5.29it/s]\n"
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      "17 ./sound/speaker_files/radiolab_dark-side-of-the-earth.csv\n"
     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 85/85 [00:09<00:00,  9.10it/s]\n"
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      "18 ./sound/speaker_files/conan-obrien_cecily-strong.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 211/211 [00:33<00:00,  6.23it/s]\n"
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    },
    {
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     "output_type": "stream",
     "text": [
      "19 ./sound/speaker_files/masters-of-scale_make-it-epic.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 129/129 [00:22<00:00,  5.71it/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "20 ./sound/speaker_files/conan-obrien_joel-mchale.csv\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 202/202 [00:40<00:00,  4.94it/s]\n"
     ]
    }
   ],
   "source": [
    "# for index, csv_file in enumerate(csv_list[0:1]):\n",
    "for index, csv_file in enumerate(csv_list):\n",
    "    print(\"{0} {1}\".format(index, csv_file))\n",
    "    df = pd.read_csv(csv_file)\n",
    "    \n",
    "    num_human = df['human_segment_id'].max()+1\n",
    "    data = []\n",
    "    for i in tqdm(range(num_human)):\n",
    "        df_curr = df[df['human_segment_id']==i]\n",
    "        start_time_curr = df_curr['start_time'].min()\n",
    "        end_time_curr = df_curr['end_time'].max()\n",
    "        # print(\"{0} {1}\".format(start_time_curr, end_time_curr))\n",
    "        \n",
    "        sound_file = os.path.join('./sound', os.path.basename(csv_file)[:-3]+'wav')\n",
    "        samples_segment = load_wav_16k_mono_segment(sound_file, start_time_curr, end_time_curr)\n",
    "        # print(samples_segment.shape)\n",
    "        \n",
    "        scores, embeddings, spectrogram = yamnet_model(samples_segment)\n",
    "        # find classes with large confidence\n",
    "        class_ids = np.where(scores.numpy().max(axis=0) > 0.5)[0]\n",
    "        scores = scores.numpy()[:, class_ids].mean(axis=0)\n",
    "        class_labels = [class_names[j] for j in class_ids]\n",
    "        \n",
    "        # combine tokens into a paragraph\n",
    "        text = df_curr['content'].values.tolist()\n",
    "        text = \" \".join(text)\n",
    "        text = text.replace(' ,', ',')\n",
    "        text = text.replace(' .', '.')\n",
    "        text = text.replace(' ;', '.')\n",
    "        text = text.replace(' !', '.')\n",
    "        text = text.replace(' ?', '.')\n",
    "        \n",
    "        # data\n",
    "        data.append({'speaker_id': i, \n",
    "                     'class_labels': class_labels, \n",
    "                     'scores': scores,\n",
    "                     'start_time': start_time_curr, \n",
    "                     'end_time': end_time_curr,\n",
    "                     'duration': end_time_curr - start_time_curr,\n",
    "                     'content': text,\n",
    "                    })\n",
    "    \n",
    "    df_paragraph = pd.DataFrame(data)\n",
    "    # df_paragraph.to_csv(csv_file[:-4]+'_paragraph.csv', index=False)\n",
    "    df_paragraph.to_csv(os.path.join(audioset_path, os.path.basename(csv_file)), index=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a81601a4-90f7-4b9e-966d-4dc0a8eb4b0d",
   "metadata": {},
   "source": [
    "## Example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "30f37291-4da0-416f-9813-5a6f7108a1d8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'./sound/audioset_files/./sound/speaker_files/the-internet-says-its-true_hollywood.csv'"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.path.join(audioset_path, csv_file)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "f13b3410-05b0-4cf7-8a1b-26d37f1932a3",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>speaker_id</th>\n",
       "      <th>class_labels</th>\n",
       "      <th>scores</th>\n",
       "      <th>content</th>\n",
       "      <th>start_time</th>\n",
       "      <th>end_time</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>['Speech', 'Crowd', 'Music', 'Silence']</td>\n",
       "      <td>[0.43504202 0.02308444 0.11472886 0.10121714]</td>\n",
       "      <td>['Listener', 'support', 'it', 'w', 'NYC', 'stu...</td>\n",
       "      <td>3.92</td>\n",
       "      <td>28.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>['Speech', 'Cheering', 'Applause', 'Bell', 'Ch...</td>\n",
       "      <td>[0.40925354 0.06876926 0.07331113 0.04881127 0...</td>\n",
       "      <td>['Ladies', 'and', 'John', ',', 'and', 'please'...</td>\n",
       "      <td>28.96</td>\n",
       "      <td>56.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>['Speech']</td>\n",
       "      <td>[0.5288155]</td>\n",
       "      <td>['We', 'were', 'live', 'at', 'the', 'paramount...</td>\n",
       "      <td>56.80</td>\n",
       "      <td>66.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>['Speech', 'Music']</td>\n",
       "      <td>[0.9129495  0.08955874]</td>\n",
       "      <td>['It', 'was', 'a', 'show', 'that', 'we', 'did'...</td>\n",
       "      <td>66.40</td>\n",
       "      <td>72.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>['Speech']</td>\n",
       "      <td>[0.8031228]</td>\n",
       "      <td>['We', 'had', 'huge', ',', 'yes', 'puppets', '...</td>\n",
       "      <td>72.08</td>\n",
       "      <td>77.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>124</td>\n",
       "      <td>['Speech', 'Music', 'Musical instrument', 'Per...</td>\n",
       "      <td>[0.03991201 0.733477   0.15714894 0.17494267 0...</td>\n",
       "      <td>['I', 'rubber', 'koww', 'thanks', 'for', 'list...</td>\n",
       "      <td>2698.48</td>\n",
       "      <td>2717.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>125</td>\n",
       "      <td>['Speech', 'Music']</td>\n",
       "      <td>[0.43644008 0.13434604]</td>\n",
       "      <td>['This', 'is', 'Jason', 'studs', '.', 'Still',...</td>\n",
       "      <td>2717.36</td>\n",
       "      <td>2755.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>126</td>\n",
       "      <td>['Speech', 'Music']</td>\n",
       "      <td>[0.6845171  0.50055647]</td>\n",
       "      <td>['Twenty', 'years', 'ago', ',', 'the', 'Septem...</td>\n",
       "      <td>2763.28</td>\n",
       "      <td>2774.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>127</td>\n",
       "      <td>['Speech', 'Music']</td>\n",
       "      <td>[0.27268022 0.40535474]</td>\n",
       "      <td>[\"It's\", 'always', 'easy', 'in', 'hindsight', ...</td>\n",
       "      <td>2774.48</td>\n",
       "      <td>2777.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>128</td>\n",
       "      <td>['Speech', 'Music']</td>\n",
       "      <td>[0.57585937 0.517968  ]</td>\n",
       "      <td>[\"It's\", 'penetrating', 'his', 'cell', 'and', ...</td>\n",
       "      <td>2777.20</td>\n",
       "      <td>2789.12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>129 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     speaker_id                                       class_labels  \\\n",
       "0             0            ['Speech', 'Crowd', 'Music', 'Silence']   \n",
       "1             1  ['Speech', 'Cheering', 'Applause', 'Bell', 'Ch...   \n",
       "2             2                                         ['Speech']   \n",
       "3             3                                ['Speech', 'Music']   \n",
       "4             4                                         ['Speech']   \n",
       "..          ...                                                ...   \n",
       "124         124  ['Speech', 'Music', 'Musical instrument', 'Per...   \n",
       "125         125                                ['Speech', 'Music']   \n",
       "126         126                                ['Speech', 'Music']   \n",
       "127         127                                ['Speech', 'Music']   \n",
       "128         128                                ['Speech', 'Music']   \n",
       "\n",
       "                                                scores  \\\n",
       "0        [0.43504202 0.02308444 0.11472886 0.10121714]   \n",
       "1    [0.40925354 0.06876926 0.07331113 0.04881127 0...   \n",
       "2                                          [0.5288155]   \n",
       "3                              [0.9129495  0.08955874]   \n",
       "4                                          [0.8031228]   \n",
       "..                                                 ...   \n",
       "124  [0.03991201 0.733477   0.15714894 0.17494267 0...   \n",
       "125                            [0.43644008 0.13434604]   \n",
       "126                            [0.6845171  0.50055647]   \n",
       "127                            [0.27268022 0.40535474]   \n",
       "128                            [0.57585937 0.517968  ]   \n",
       "\n",
       "                                               content  start_time  end_time  \n",
       "0    ['Listener', 'support', 'it', 'w', 'NYC', 'stu...        3.92     28.32  \n",
       "1    ['Ladies', 'and', 'John', ',', 'and', 'please'...       28.96     56.56  \n",
       "2    ['We', 'were', 'live', 'at', 'the', 'paramount...       56.80     66.16  \n",
       "3    ['It', 'was', 'a', 'show', 'that', 'we', 'did'...       66.40     72.08  \n",
       "4    ['We', 'had', 'huge', ',', 'yes', 'puppets', '...       72.08     77.92  \n",
       "..                                                 ...         ...       ...  \n",
       "124  ['I', 'rubber', 'koww', 'thanks', 'for', 'list...     2698.48   2717.20  \n",
       "125  ['This', 'is', 'Jason', 'studs', '.', 'Still',...     2717.36   2755.76  \n",
       "126  ['Twenty', 'years', 'ago', ',', 'the', 'Septem...     2763.28   2774.48  \n",
       "127  [\"It's\", 'always', 'easy', 'in', 'hindsight', ...     2774.48   2777.12  \n",
       "128  [\"It's\", 'penetrating', 'his', 'cell', 'and', ...     2777.20   2789.12  \n",
       "\n",
       "[129 rows x 6 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "4093c502-7e0a-45da-9585-9c310d262ed3",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>speaker_id</th>\n",
       "      <th>class_labels</th>\n",
       "      <th>scores</th>\n",
       "      <th>start_time</th>\n",
       "      <th>end_time</th>\n",
       "      <th>duration</th>\n",
       "      <th>content</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.7562406, 0.42408383]</td>\n",
       "      <td>0.24</td>\n",
       "      <td>70.88</td>\n",
       "      <td>70.64</td>\n",
       "      <td>California, welcome to the Internet, says it's...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>[Speech, Music, Silence]</td>\n",
       "      <td>[0.8195112, 0.5254799, 0.00044235945]</td>\n",
       "      <td>71.28</td>\n",
       "      <td>659.68</td>\n",
       "      <td>588.40</td>\n",
       "      <td>Thanks Marty, I got this link and I don't know...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>[Speech]</td>\n",
       "      <td>[0.978001]</td>\n",
       "      <td>661.28</td>\n",
       "      <td>702.08</td>\n",
       "      <td>40.80</td>\n",
       "      <td>Lately I've been acting on show times black Mo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>[Speech]</td>\n",
       "      <td>[0.9146328]</td>\n",
       "      <td>702.48</td>\n",
       "      <td>744.96</td>\n",
       "      <td>42.48</td>\n",
       "      <td>This may be a common question that that you ge...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>[Speech]</td>\n",
       "      <td>[0.9887947]</td>\n",
       "      <td>745.04</td>\n",
       "      <td>787.44</td>\n",
       "      <td>42.40</td>\n",
       "      <td>They came out to yes, barb and Stargo to ved. ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>69</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.7838461, 0.17223752]</td>\n",
       "      <td>1864.08</td>\n",
       "      <td>1875.60</td>\n",
       "      <td>11.52</td>\n",
       "      <td>They can always find me on instagram at it's a...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>70</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.8787019, 0.24262464]</td>\n",
       "      <td>1875.92</td>\n",
       "      <td>1877.44</td>\n",
       "      <td>1.52</td>\n",
       "      <td>Thank you for having me Michael.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>71</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.7957699, 0.59248155]</td>\n",
       "      <td>1879.76</td>\n",
       "      <td>1891.12</td>\n",
       "      <td>11.36</td>\n",
       "      <td>Well, that's the show for this week. Thank you...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>72</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.8994613, 0.52577496]</td>\n",
       "      <td>1891.52</td>\n",
       "      <td>1929.44</td>\n",
       "      <td>37.92</td>\n",
       "      <td>Thank you for listening to the Internet, Physi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>73</td>\n",
       "      <td>[Speech, Music]</td>\n",
       "      <td>[0.6679702, 0.7362521]</td>\n",
       "      <td>1930.00</td>\n",
       "      <td>1970.00</td>\n",
       "      <td>40.00</td>\n",
       "      <td>If the Internet says it's chill, the Internet ...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>74 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    speaker_id              class_labels  \\\n",
       "0            0           [Speech, Music]   \n",
       "1            1  [Speech, Music, Silence]   \n",
       "2            2                  [Speech]   \n",
       "3            3                  [Speech]   \n",
       "4            4                  [Speech]   \n",
       "..         ...                       ...   \n",
       "69          69           [Speech, Music]   \n",
       "70          70           [Speech, Music]   \n",
       "71          71           [Speech, Music]   \n",
       "72          72           [Speech, Music]   \n",
       "73          73           [Speech, Music]   \n",
       "\n",
       "                                   scores  start_time  end_time  duration  \\\n",
       "0                 [0.7562406, 0.42408383]        0.24     70.88     70.64   \n",
       "1   [0.8195112, 0.5254799, 0.00044235945]       71.28    659.68    588.40   \n",
       "2                              [0.978001]      661.28    702.08     40.80   \n",
       "3                             [0.9146328]      702.48    744.96     42.48   \n",
       "4                             [0.9887947]      745.04    787.44     42.40   \n",
       "..                                    ...         ...       ...       ...   \n",
       "69                [0.7838461, 0.17223752]     1864.08   1875.60     11.52   \n",
       "70                [0.8787019, 0.24262464]     1875.92   1877.44      1.52   \n",
       "71                [0.7957699, 0.59248155]     1879.76   1891.12     11.36   \n",
       "72                [0.8994613, 0.52577496]     1891.52   1929.44     37.92   \n",
       "73                 [0.6679702, 0.7362521]     1930.00   1970.00     40.00   \n",
       "\n",
       "                                              content  \n",
       "0   California, welcome to the Internet, says it's...  \n",
       "1   Thanks Marty, I got this link and I don't know...  \n",
       "2   Lately I've been acting on show times black Mo...  \n",
       "3   This may be a common question that that you ge...  \n",
       "4   They came out to yes, barb and Stargo to ved. ...  \n",
       "..                                                ...  \n",
       "69  They can always find me on instagram at it's a...  \n",
       "70                   Thank you for having me Michael.  \n",
       "71  Well, that's the show for this week. Thank you...  \n",
       "72  Thank you for listening to the Internet, Physi...  \n",
       "73  If the Internet says it's chill, the Internet ...  \n",
       "\n",
       "[74 rows x 7 columns]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_paragraph"
   ]
  }
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