Spaces:
Runtime error
Runtime error
Avik Rao
commited on
Commit
·
2193f98
1
Parent(s):
5dd4ae5
Add NLP model and tag list
Browse files- nlp/nlp.py +60 -0
- nlp/tags.json +700 -0
nlp/nlp.py
ADDED
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@@ -0,0 +1,60 @@
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""" Semantically picks most similar tags in training space of
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generative model """
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# IMPORTS
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import json
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import torch
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from typing import List
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from transformers import AutoTokenizer, AutoModel
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from sklearn.metrics.pairwise import cosine_similarity
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# FUNCTIONS
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# create embeddings
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def get_embeddings(text, token_length, tokenizer, model):
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tokens = tokenizer(text, max_length=token_length,
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padding='max_length', truncation=True)
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output = model(torch.tensor(tokens.input_ids).unsqueeze(0),
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attention_mask=torch.tensor(
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tokens.attention_mask
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).unsqueeze(0)).hidden_states[-1]
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return torch.mean(output, axis=1).detach().numpy()
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# get doc with highest similarity to query
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def nearest_doc(doc_list: List[str],
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query: str,
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tokenizer,
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model,
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token_length: int = 50):
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# get embeddings for each document
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outs = [
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get_embeddings(doc, token_length, tokenizer, model) for doc in doc_list
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]
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# get embeddings for query
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query_embeddings = get_embeddings(query, token_length=token_length)
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# get similarity of each document embedding to query embedding
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sims = [cosine_similarity(out, query_embeddings)[0][0] for out in outs]
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return max(zip(sims, doc_list))[1]
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# MAIN
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def get_nearest_tags(user_tags: List[str]):
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# download pretrained model
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tokenizer = AutoTokenizer.from_pretrained("bert-base-uncased",)
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model = AutoModel.from_pretrained("bert-base-uncased",
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output_hidden_states=True)
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# get tag lists from local json file
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with open("./tags.json", "r") as jf:
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tags = json.load(jf)
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# separate tags by type
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user_genre, user_mood, user_instr = user_tags
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genres, moods, instrs = tags["genre"], tags["mood"], tags["instrument"]
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return (
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nearest_doc(genres, user_genre, tokenizer, model),
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nearest_doc(moods, user_mood, tokenizer, model),
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nearest_doc(instrs, user_instr, tokenizer, model)
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)
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nlp/tags.json
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@@ -0,0 +1,700 @@
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|
| 1 |
+
{
|
| 2 |
+
"genre": [
|
| 3 |
+
"countryrock",
|
| 4 |
+
"dub",
|
| 5 |
+
"classicalmusic",
|
| 6 |
+
"indierock",
|
| 7 |
+
"dubelectro",
|
| 8 |
+
"technopop",
|
| 9 |
+
"rocksteady",
|
| 10 |
+
"trancetechno",
|
| 11 |
+
"easylistening",
|
| 12 |
+
"trancemelodique",
|
| 13 |
+
"eletronica",
|
| 14 |
+
"artrock",
|
| 15 |
+
"ambiant",
|
| 16 |
+
"edm",
|
| 17 |
+
"trip",
|
| 18 |
+
"dreampop",
|
| 19 |
+
"acid",
|
| 20 |
+
"christian",
|
| 21 |
+
"symphonic",
|
| 22 |
+
"electrojazz",
|
| 23 |
+
"chansonatexte",
|
| 24 |
+
"downbeat",
|
| 25 |
+
"electronicmusic",
|
| 26 |
+
"dancemusic",
|
| 27 |
+
"cabaret",
|
| 28 |
+
"electrorock",
|
| 29 |
+
"dubstep",
|
| 30 |
+
"instrumentalpop",
|
| 31 |
+
"electronic",
|
| 32 |
+
"death",
|
| 33 |
+
"instrumentalhiphop",
|
| 34 |
+
"dancehouse",
|
| 35 |
+
"noise",
|
| 36 |
+
"housemusic",
|
| 37 |
+
"smoothjazz",
|
| 38 |
+
"experimentalrock",
|
| 39 |
+
"glitch",
|
| 40 |
+
"groove",
|
| 41 |
+
"postrock",
|
| 42 |
+
"ethnicrock",
|
| 43 |
+
"funk",
|
| 44 |
+
"experimental",
|
| 45 |
+
"progressiverock",
|
| 46 |
+
"darkwave",
|
| 47 |
+
"alternative",
|
| 48 |
+
"soundtrack",
|
| 49 |
+
"metal",
|
| 50 |
+
"techno",
|
| 51 |
+
"alternativerock",
|
| 52 |
+
"goth",
|
| 53 |
+
"gospel",
|
| 54 |
+
"blackmetal",
|
| 55 |
+
"trap",
|
| 56 |
+
"rnb",
|
| 57 |
+
"heavymetal",
|
| 58 |
+
"poppunk",
|
| 59 |
+
"house",
|
| 60 |
+
"hardstyle",
|
| 61 |
+
"electronical",
|
| 62 |
+
"downtempo",
|
| 63 |
+
"hardcore",
|
| 64 |
+
"emocore",
|
| 65 |
+
"newage",
|
| 66 |
+
"waltz",
|
| 67 |
+
"gipsy",
|
| 68 |
+
"jazzrock",
|
| 69 |
+
"trance",
|
| 70 |
+
"deephouse",
|
| 71 |
+
"score",
|
| 72 |
+
"industrial",
|
| 73 |
+
"indiepop",
|
| 74 |
+
"dancepop",
|
| 75 |
+
"lounge",
|
| 76 |
+
"electronika",
|
| 77 |
+
"elektro",
|
| 78 |
+
"powerpop",
|
| 79 |
+
"glam",
|
| 80 |
+
"rockpop",
|
| 81 |
+
"samba",
|
| 82 |
+
"rhythmandblues",
|
| 83 |
+
"freejazz",
|
| 84 |
+
"popelectro",
|
| 85 |
+
"electropunk",
|
| 86 |
+
"loungemusic",
|
| 87 |
+
"rockalternatif",
|
| 88 |
+
"krautrock",
|
| 89 |
+
"jungle",
|
| 90 |
+
"atmospheric",
|
| 91 |
+
"worldmusik",
|
| 92 |
+
"hiphop",
|
| 93 |
+
"ambient",
|
| 94 |
+
"rockfrancais",
|
| 95 |
+
"dance",
|
| 96 |
+
"latino",
|
| 97 |
+
"worldfusion",
|
| 98 |
+
"hardtrance",
|
| 99 |
+
"synthpop",
|
| 100 |
+
"fusion",
|
| 101 |
+
"newwave",
|
| 102 |
+
"punk",
|
| 103 |
+
"8bit",
|
| 104 |
+
"computermusic",
|
| 105 |
+
"middleeastern",
|
| 106 |
+
"punkrock",
|
| 107 |
+
"christianrap",
|
| 108 |
+
"soundtracks",
|
| 109 |
+
"acidjazz",
|
| 110 |
+
"darkambient",
|
| 111 |
+
"disco",
|
| 112 |
+
"triphop",
|
| 113 |
+
"chansonfrancaise",
|
| 114 |
+
"90s",
|
| 115 |
+
"tribal",
|
| 116 |
+
"choral",
|
| 117 |
+
"reggae",
|
| 118 |
+
"asian",
|
| 119 |
+
"electropop",
|
| 120 |
+
"jazzfusion",
|
| 121 |
+
"spacerock",
|
| 122 |
+
"chillout",
|
| 123 |
+
"club",
|
| 124 |
+
"swing",
|
| 125 |
+
"country",
|
| 126 |
+
"garage",
|
| 127 |
+
"psytrance",
|
| 128 |
+
"techhouse",
|
| 129 |
+
"electronik",
|
| 130 |
+
"lofi",
|
| 131 |
+
"rave",
|
| 132 |
+
"minimal",
|
| 133 |
+
"ragga",
|
| 134 |
+
"indietronica",
|
| 135 |
+
"hard",
|
| 136 |
+
"technoindustrial",
|
| 137 |
+
"bebop",
|
| 138 |
+
"postpunk",
|
| 139 |
+
"rapfrancais",
|
| 140 |
+
"tango",
|
| 141 |
+
"technohouse",
|
| 142 |
+
"rocknroll",
|
| 143 |
+
"rap",
|
| 144 |
+
"poprock",
|
| 145 |
+
"80s",
|
| 146 |
+
"progressivehouse",
|
| 147 |
+
"popfunk",
|
| 148 |
+
"hardrock",
|
| 149 |
+
"metalcore",
|
| 150 |
+
"rapcore",
|
| 151 |
+
"hiphopinstrumental",
|
| 152 |
+
"reggaeton",
|
| 153 |
+
"minimalism",
|
| 154 |
+
"houseelectro",
|
| 155 |
+
"gothic",
|
| 156 |
+
"thrashmetal",
|
| 157 |
+
"gangstarap",
|
| 158 |
+
"celtic",
|
| 159 |
+
"souljazz",
|
| 160 |
+
"classicrock",
|
| 161 |
+
"droneambient",
|
| 162 |
+
"classical",
|
| 163 |
+
"rockandroll",
|
| 164 |
+
"ska",
|
| 165 |
+
"pop",
|
| 166 |
+
"70s",
|
| 167 |
+
"acidhouse",
|
| 168 |
+
"minimaltechno",
|
| 169 |
+
"southernrock",
|
| 170 |
+
"breakcore",
|
| 171 |
+
"indie",
|
| 172 |
+
"island",
|
| 173 |
+
"deutschrock",
|
| 174 |
+
"raps",
|
| 175 |
+
"neoclassical",
|
| 176 |
+
"electroambient",
|
| 177 |
+
"nujazz",
|
| 178 |
+
"drone",
|
| 179 |
+
"ebm",
|
| 180 |
+
"medieval",
|
| 181 |
+
"improvisation",
|
| 182 |
+
"chilloutlounge",
|
| 183 |
+
"ambientmusic",
|
| 184 |
+
"electrohouse",
|
| 185 |
+
"flamenco",
|
| 186 |
+
"prog",
|
| 187 |
+
"ambiente",
|
| 188 |
+
"dancehall",
|
| 189 |
+
"grindcore",
|
| 190 |
+
"tecno",
|
| 191 |
+
"ethno",
|
| 192 |
+
"variete",
|
| 193 |
+
"deathmetal",
|
| 194 |
+
"bossanova",
|
| 195 |
+
"african",
|
| 196 |
+
"folkpop",
|
| 197 |
+
"acidrock",
|
| 198 |
+
"darkelectro",
|
| 199 |
+
"popfolk",
|
| 200 |
+
"salsa",
|
| 201 |
+
"drumnbass",
|
| 202 |
+
"indierockpop",
|
| 203 |
+
"emo",
|
| 204 |
+
"orchestral",
|
| 205 |
+
"synthwave",
|
| 206 |
+
"rock",
|
| 207 |
+
"electrodance",
|
| 208 |
+
"gangsta",
|
| 209 |
+
"chanson",
|
| 210 |
+
"abstracthiphop",
|
| 211 |
+
"electronicambient",
|
| 212 |
+
"folk",
|
| 213 |
+
"psychedelic",
|
| 214 |
+
"contemporary",
|
| 215 |
+
"avantgarde",
|
| 216 |
+
"britpop",
|
| 217 |
+
"trancemusic",
|
| 218 |
+
"jazz",
|
| 219 |
+
"numetal",
|
| 220 |
+
"singersongwriter",
|
| 221 |
+
"powermetal",
|
| 222 |
+
"bluesrock",
|
| 223 |
+
"ragtime",
|
| 224 |
+
"progressive",
|
| 225 |
+
"soundscapes",
|
| 226 |
+
"jrock",
|
| 227 |
+
"60s",
|
| 228 |
+
"oriental",
|
| 229 |
+
"breakbeat",
|
| 230 |
+
"soul",
|
| 231 |
+
"americana",
|
| 232 |
+
"chiptune",
|
| 233 |
+
"stoner",
|
| 234 |
+
"grunge",
|
| 235 |
+
"tekno",
|
| 236 |
+
"shoegaze",
|
| 237 |
+
"eurodance",
|
| 238 |
+
"progressivemetal",
|
| 239 |
+
"doom",
|
| 240 |
+
"baroque",
|
| 241 |
+
"choir",
|
| 242 |
+
"jazzfunk",
|
| 243 |
+
"hardtek",
|
| 244 |
+
"latin",
|
| 245 |
+
"instrumentalrock",
|
| 246 |
+
"opera",
|
| 247 |
+
"guitarrock",
|
| 248 |
+
"world",
|
| 249 |
+
"manouche",
|
| 250 |
+
"blues",
|
| 251 |
+
"idm",
|
| 252 |
+
"guitarras",
|
| 253 |
+
"acousticrock",
|
| 254 |
+
"march"
|
| 255 |
+
],
|
| 256 |
+
"mood": [
|
| 257 |
+
"crime",
|
| 258 |
+
"peaceful",
|
| 259 |
+
"dirty",
|
| 260 |
+
"light",
|
| 261 |
+
"determined",
|
| 262 |
+
"relaxed",
|
| 263 |
+
"motivational",
|
| 264 |
+
"filmmusic",
|
| 265 |
+
"fantasy",
|
| 266 |
+
"france",
|
| 267 |
+
"yoga",
|
| 268 |
+
"funny",
|
| 269 |
+
"travel",
|
| 270 |
+
"confused",
|
| 271 |
+
"holiday",
|
| 272 |
+
"weird",
|
| 273 |
+
"laidback",
|
| 274 |
+
"kids",
|
| 275 |
+
"documentary",
|
| 276 |
+
"fast",
|
| 277 |
+
"technology",
|
| 278 |
+
"fun",
|
| 279 |
+
"ocean",
|
| 280 |
+
"powerful",
|
| 281 |
+
"cold",
|
| 282 |
+
"sex",
|
| 283 |
+
"brazil",
|
| 284 |
+
"mystery",
|
| 285 |
+
"communication",
|
| 286 |
+
"cinema",
|
| 287 |
+
"youtube",
|
| 288 |
+
"optimistic",
|
| 289 |
+
"christmas",
|
| 290 |
+
"drunk",
|
| 291 |
+
"uplifting",
|
| 292 |
+
"chilled",
|
| 293 |
+
"playful",
|
| 294 |
+
"trailermusic",
|
| 295 |
+
"contemplative",
|
| 296 |
+
"oldschool",
|
| 297 |
+
"video",
|
| 298 |
+
"drama",
|
| 299 |
+
"water",
|
| 300 |
+
"aggressive",
|
| 301 |
+
"dream",
|
| 302 |
+
"silentfilm",
|
| 303 |
+
"videogame",
|
| 304 |
+
"trippy",
|
| 305 |
+
"commercial",
|
| 306 |
+
"epic",
|
| 307 |
+
"sport",
|
| 308 |
+
"slow",
|
| 309 |
+
"relaxation",
|
| 310 |
+
"workout",
|
| 311 |
+
"rain",
|
| 312 |
+
"night",
|
| 313 |
+
"darkness",
|
| 314 |
+
"society",
|
| 315 |
+
"sadness",
|
| 316 |
+
"heavy",
|
| 317 |
+
"india",
|
| 318 |
+
"excited",
|
| 319 |
+
"melancholy",
|
| 320 |
+
"western",
|
| 321 |
+
"battle",
|
| 322 |
+
"zen",
|
| 323 |
+
"productive",
|
| 324 |
+
"filmscore",
|
| 325 |
+
"loud",
|
| 326 |
+
"mexico",
|
| 327 |
+
"curious",
|
| 328 |
+
"happy",
|
| 329 |
+
"cheerful",
|
| 330 |
+
"strong",
|
| 331 |
+
"argentina",
|
| 332 |
+
"suspense",
|
| 333 |
+
"motivate",
|
| 334 |
+
"wedding",
|
| 335 |
+
"war",
|
| 336 |
+
"sleepy",
|
| 337 |
+
"gloomy",
|
| 338 |
+
"entertainment",
|
| 339 |
+
"dynamic",
|
| 340 |
+
"busy",
|
| 341 |
+
"future",
|
| 342 |
+
"child",
|
| 343 |
+
"nervous",
|
| 344 |
+
"disappointed",
|
| 345 |
+
"colombia",
|
| 346 |
+
"motivation",
|
| 347 |
+
"silly",
|
| 348 |
+
"loved",
|
| 349 |
+
"romantic",
|
| 350 |
+
"health",
|
| 351 |
+
"presentation",
|
| 352 |
+
"lazy",
|
| 353 |
+
"party",
|
| 354 |
+
"xmas",
|
| 355 |
+
"retro",
|
| 356 |
+
"heroic",
|
| 357 |
+
"dreamy",
|
| 358 |
+
"joy",
|
| 359 |
+
"animation",
|
| 360 |
+
"soft",
|
| 361 |
+
"urban",
|
| 362 |
+
"hopeful",
|
| 363 |
+
"hope",
|
| 364 |
+
"corporate",
|
| 365 |
+
"russia",
|
| 366 |
+
"education",
|
| 367 |
+
"bright",
|
| 368 |
+
"chaos",
|
| 369 |
+
"emotional",
|
| 370 |
+
"nostalgic",
|
| 371 |
+
"tv",
|
| 372 |
+
"lovesong",
|
| 373 |
+
"extreme",
|
| 374 |
+
"melodic",
|
| 375 |
+
"space",
|
| 376 |
+
"advertising",
|
| 377 |
+
"positive",
|
| 378 |
+
"trailer",
|
| 379 |
+
"indian",
|
| 380 |
+
"discontent",
|
| 381 |
+
"arabic",
|
| 382 |
+
"mellow",
|
| 383 |
+
"business",
|
| 384 |
+
"mysterious",
|
| 385 |
+
"festive",
|
| 386 |
+
"japan",
|
| 387 |
+
"beach",
|
| 388 |
+
"thriller",
|
| 389 |
+
"inspirational",
|
| 390 |
+
"eclectic",
|
| 391 |
+
"sentimental",
|
| 392 |
+
"tropical",
|
| 393 |
+
"sensible",
|
| 394 |
+
"sad",
|
| 395 |
+
"happiness",
|
| 396 |
+
"joyful",
|
| 397 |
+
"dancefloor",
|
| 398 |
+
"movie",
|
| 399 |
+
"guilty",
|
| 400 |
+
"magic",
|
| 401 |
+
"impressed",
|
| 402 |
+
"scifi",
|
| 403 |
+
"drive",
|
| 404 |
+
"comedy",
|
| 405 |
+
"lovemusic",
|
| 406 |
+
"abstract",
|
| 407 |
+
"sexy",
|
| 408 |
+
"violence",
|
| 409 |
+
"driving",
|
| 410 |
+
"relaxingmusic",
|
| 411 |
+
"bouncy",
|
| 412 |
+
"adult",
|
| 413 |
+
"beautiful",
|
| 414 |
+
"meditative",
|
| 415 |
+
"berlin",
|
| 416 |
+
"life",
|
| 417 |
+
"groovy",
|
| 418 |
+
"thankful",
|
| 419 |
+
"energic",
|
| 420 |
+
"film",
|
| 421 |
+
"calm",
|
| 422 |
+
"catchy",
|
| 423 |
+
"computers",
|
| 424 |
+
"lullaby",
|
| 425 |
+
"success",
|
| 426 |
+
"horror",
|
| 427 |
+
"poesia",
|
| 428 |
+
"ethereal",
|
| 429 |
+
"humor",
|
| 430 |
+
"soulful",
|
| 431 |
+
"love",
|
| 432 |
+
"clubbing",
|
| 433 |
+
"awake",
|
| 434 |
+
"dark",
|
| 435 |
+
"hypnotic",
|
| 436 |
+
"anxious",
|
| 437 |
+
"romance",
|
| 438 |
+
"freedom",
|
| 439 |
+
"tribe",
|
| 440 |
+
"cool",
|
| 441 |
+
"africa",
|
| 442 |
+
"sea",
|
| 443 |
+
"tension",
|
| 444 |
+
"scary",
|
| 445 |
+
"robot",
|
| 446 |
+
"warm",
|
| 447 |
+
"spacey",
|
| 448 |
+
"history",
|
| 449 |
+
"news",
|
| 450 |
+
"dancing",
|
| 451 |
+
"tech",
|
| 452 |
+
"sciencefiction",
|
| 453 |
+
"game",
|
| 454 |
+
"psycho",
|
| 455 |
+
"pensive",
|
| 456 |
+
"inspiring",
|
| 457 |
+
"emotion",
|
| 458 |
+
"soundscape",
|
| 459 |
+
"halloween",
|
| 460 |
+
"traditional",
|
| 461 |
+
"action",
|
| 462 |
+
"adventure",
|
| 463 |
+
"jingle",
|
| 464 |
+
"melancolic",
|
| 465 |
+
"crazy",
|
| 466 |
+
"irish",
|
| 467 |
+
"angry",
|
| 468 |
+
"creative",
|
| 469 |
+
"poetry",
|
| 470 |
+
"energetic",
|
| 471 |
+
"science",
|
| 472 |
+
"children",
|
| 473 |
+
"depressed",
|
| 474 |
+
"religious",
|
| 475 |
+
"vintage",
|
| 476 |
+
"sports",
|
| 477 |
+
"nature",
|
| 478 |
+
"melancholic",
|
| 479 |
+
"spiritual",
|
| 480 |
+
"conscient",
|
| 481 |
+
"strange",
|
| 482 |
+
"ambiental",
|
| 483 |
+
"reflective",
|
| 484 |
+
"cosmic",
|
| 485 |
+
"upbeat",
|
| 486 |
+
"winter",
|
| 487 |
+
"nice",
|
| 488 |
+
"epicmusic",
|
| 489 |
+
"relaxing",
|
| 490 |
+
"spy",
|
| 491 |
+
"deep",
|
| 492 |
+
"social",
|
| 493 |
+
"fashion",
|
| 494 |
+
"energy",
|
| 495 |
+
"folkrock",
|
| 496 |
+
"festif",
|
| 497 |
+
"thoughtful",
|
| 498 |
+
"culture",
|
| 499 |
+
"silence",
|
| 500 |
+
"political",
|
| 501 |
+
"quiet",
|
| 502 |
+
"high",
|
| 503 |
+
"summer",
|
| 504 |
+
"north",
|
| 505 |
+
"planant",
|
| 506 |
+
"surf",
|
| 507 |
+
"ballad",
|
| 508 |
+
"sweet",
|
| 509 |
+
"celebration",
|
| 510 |
+
"dramatic",
|
| 511 |
+
"background"
|
| 512 |
+
],
|
| 513 |
+
"instrument": [
|
| 514 |
+
"tambourine",
|
| 515 |
+
"shekere",
|
| 516 |
+
"mandolin",
|
| 517 |
+
"synthetiseurs",
|
| 518 |
+
"gobletdrum",
|
| 519 |
+
"kora",
|
| 520 |
+
"violins",
|
| 521 |
+
"pianoforte",
|
| 522 |
+
"musicalsaw",
|
| 523 |
+
"cimbalom",
|
| 524 |
+
"teclados",
|
| 525 |
+
"harpsichord",
|
| 526 |
+
"guiro",
|
| 527 |
+
"organ",
|
| 528 |
+
"chapmanstick",
|
| 529 |
+
"keyboard",
|
| 530 |
+
"acousticbassguitar",
|
| 531 |
+
"mandola",
|
| 532 |
+
"sarrusophone",
|
| 533 |
+
"electricpiano",
|
| 534 |
+
"harp",
|
| 535 |
+
"sousaphone",
|
| 536 |
+
"woodblock",
|
| 537 |
+
"continuum",
|
| 538 |
+
"bombarde",
|
| 539 |
+
"bongo",
|
| 540 |
+
"electricguitar",
|
| 541 |
+
"celesta",
|
| 542 |
+
"koto",
|
| 543 |
+
"metallophone",
|
| 544 |
+
"synth\u00e9",
|
| 545 |
+
"orchestra",
|
| 546 |
+
"classicalguitar",
|
| 547 |
+
"triangle",
|
| 548 |
+
"clavichord",
|
| 549 |
+
"bajo",
|
| 550 |
+
"sampler",
|
| 551 |
+
"slideguitar",
|
| 552 |
+
"drummachine",
|
| 553 |
+
"synthesizers",
|
| 554 |
+
"computer",
|
| 555 |
+
"carillon",
|
| 556 |
+
"percussions",
|
| 557 |
+
"lyre",
|
| 558 |
+
"synthetizer",
|
| 559 |
+
"berimbau",
|
| 560 |
+
"hang",
|
| 561 |
+
"castanets",
|
| 562 |
+
"basso",
|
| 563 |
+
"glassharmonica",
|
| 564 |
+
"didgeridoo",
|
| 565 |
+
"pad",
|
| 566 |
+
"guitars",
|
| 567 |
+
"cymbal",
|
| 568 |
+
"pipeorgan",
|
| 569 |
+
"horn",
|
| 570 |
+
"trombone",
|
| 571 |
+
"drums",
|
| 572 |
+
"sitar",
|
| 573 |
+
"trumpet",
|
| 574 |
+
"drum",
|
| 575 |
+
"kaosspad",
|
| 576 |
+
"washboard",
|
| 577 |
+
"woodwind",
|
| 578 |
+
"bandoneon",
|
| 579 |
+
"chitarra",
|
| 580 |
+
"bells",
|
| 581 |
+
"strings",
|
| 582 |
+
"balalaika",
|
| 583 |
+
"cvp509",
|
| 584 |
+
"guitar",
|
| 585 |
+
"piano",
|
| 586 |
+
"flute",
|
| 587 |
+
"euphonium",
|
| 588 |
+
"clarinet",
|
| 589 |
+
"acousticguitar",
|
| 590 |
+
"accordeon",
|
| 591 |
+
"oboe",
|
| 592 |
+
"guitare",
|
| 593 |
+
"timpani",
|
| 594 |
+
"bagpipes",
|
| 595 |
+
"tubax",
|
| 596 |
+
"bassoon",
|
| 597 |
+
"doublebass",
|
| 598 |
+
"kalimba",
|
| 599 |
+
"bassguitar",
|
| 600 |
+
"batterie",
|
| 601 |
+
"choirs",
|
| 602 |
+
"tabla",
|
| 603 |
+
"ocarina",
|
| 604 |
+
"erhu",
|
| 605 |
+
"bass",
|
| 606 |
+
"shamisen",
|
| 607 |
+
"gimbri",
|
| 608 |
+
"saxophone",
|
| 609 |
+
"bandura",
|
| 610 |
+
"pianosolo",
|
| 611 |
+
"mellotron",
|
| 612 |
+
"piccolo",
|
| 613 |
+
"violons",
|
| 614 |
+
"steelpan",
|
| 615 |
+
"balafon",
|
| 616 |
+
"tambura",
|
| 617 |
+
"sax",
|
| 618 |
+
"bell",
|
| 619 |
+
"synthetiseur",
|
| 620 |
+
"tuba",
|
| 621 |
+
"oud",
|
| 622 |
+
"accordion",
|
| 623 |
+
"panflute",
|
| 624 |
+
"synths",
|
| 625 |
+
"cello",
|
| 626 |
+
"harmonica",
|
| 627 |
+
"ukulele",
|
| 628 |
+
"theremin",
|
| 629 |
+
"singingbowl",
|
| 630 |
+
"batteria",
|
| 631 |
+
"guitareelectrique",
|
| 632 |
+
"bateria",
|
| 633 |
+
"alboka",
|
| 634 |
+
"bodhran",
|
| 635 |
+
"guitares",
|
| 636 |
+
"synthesizer",
|
| 637 |
+
"brass",
|
| 638 |
+
"cajon",
|
| 639 |
+
"cabasa",
|
| 640 |
+
"dunun",
|
| 641 |
+
"clavier",
|
| 642 |
+
"synth",
|
| 643 |
+
"pandeiro",
|
| 644 |
+
"ewi",
|
| 645 |
+
"guitarra",
|
| 646 |
+
"melodica",
|
| 647 |
+
"surdo",
|
| 648 |
+
"pads",
|
| 649 |
+
"cowbell",
|
| 650 |
+
"bongos",
|
| 651 |
+
"jewsharp",
|
| 652 |
+
"voice",
|
| 653 |
+
"handbell",
|
| 654 |
+
"concertina",
|
| 655 |
+
"tamtam",
|
| 656 |
+
"djembe",
|
| 657 |
+
"lute",
|
| 658 |
+
"claviers",
|
| 659 |
+
"lapsteelguitar",
|
| 660 |
+
"banjo",
|
| 661 |
+
"tinwhistle",
|
| 662 |
+
"santur",
|
| 663 |
+
"percussion",
|
| 664 |
+
"vocoder",
|
| 665 |
+
"string",
|
| 666 |
+
"keys",
|
| 667 |
+
"fiddle",
|
| 668 |
+
"violon",
|
| 669 |
+
"harmonium",
|
| 670 |
+
"taiko",
|
| 671 |
+
"vibraphone",
|
| 672 |
+
"xylophone",
|
| 673 |
+
"cuica",
|
| 674 |
+
"mbira",
|
| 675 |
+
"marimba",
|
| 676 |
+
"hammond",
|
| 677 |
+
"rhodes",
|
| 678 |
+
"alphorn",
|
| 679 |
+
"kazoo",
|
| 680 |
+
"glockenspiel",
|
| 681 |
+
"flugelhorn",
|
| 682 |
+
"keyboards",
|
| 683 |
+
"electronicorgan",
|
| 684 |
+
"udu",
|
| 685 |
+
"charango",
|
| 686 |
+
"mellophone",
|
| 687 |
+
"horns",
|
| 688 |
+
"tubularbell",
|
| 689 |
+
"pianos",
|
| 690 |
+
"beats",
|
| 691 |
+
"violin",
|
| 692 |
+
"electricguitars",
|
| 693 |
+
"viola",
|
| 694 |
+
"sarangi",
|
| 695 |
+
"flutes",
|
| 696 |
+
"beat",
|
| 697 |
+
"conga",
|
| 698 |
+
"ney"
|
| 699 |
+
]
|
| 700 |
+
}
|