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wav2vec2-base-100h

Automatic Speech Recognition
Transformers
PyTorch
English
wav2vec2
audio
Inference Endpoints
Model card Files Community
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  5. tokenizer_config.json +1449 -0
  6. vocab.json +1450 -0
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+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ </div>
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+ <span>
902
+ Automatic Speech Recognition
903
+ </span>
904
+
905
+ </a>
906
+ <a class="
907
+ tag
908
+
909
+ tag-red
910
+ "
911
+ href="/models?filter=pytorch"
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+ tag-id="pytorch"
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+ >
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+ <svg
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+ alt=""
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+ class="inline-block ml-2 text-sm"
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
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+ focusable="false"
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+ role="img"
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+ width="0.83em"
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+ preserveAspectRatio="xMidYMid meet"
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+ fill="#EE4C2C"
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+ </svg>
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+ <span>
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+ PyTorch
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+ </span>
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+
936
+ </a>
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+ <a class="
938
+ tag
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+
940
+ tag-indigo
941
+ "
942
+ href="/models?filter=dataset:librispeech_asr"
943
+ tag-id="dataset:librispeech_asr"
944
+ >
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+ <span>
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+ librispeech_asr
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+ </span>
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+
949
+ </a>
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+ <a class="
951
+ tag
952
+
953
+ tag-green
954
+ "
955
+ href="/models?filter=en"
956
+ tag-id="en"
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+ >
958
+ <span>
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+ en
960
+ </span>
961
+
962
+ </a>
963
+ <a class="
964
+ tag
965
+
966
+ tag-purple
967
+ "
968
+ href="/models?filter=arxiv:2006.11477"
969
+ tag-id="arxiv:2006.11477"
970
+ >
971
+ <span>
972
+ arxiv:2006.11477
973
+ </span>
974
+
975
+ </a>
976
+ <a class="
977
+ tag
978
+
979
+ tag-blue
980
+ "
981
+ href="/models?filter=license:apache-2.0"
982
+ tag-id="license:apache-2.0"
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+ >
984
+ <span>
985
+ apache-2.0
986
+ </span>
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+
988
+ </a>
989
+ <a class="
990
+ tag
991
+
992
+ tag-purple
993
+ "
994
+ href="/models?filter=wav2vec2"
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+ tag-id="wav2vec2"
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+ >
997
+ <span>
998
+ wav2vec2
999
+ </span>
1000
+
1001
+ </a>
1002
+ <a class="
1003
+ tag
1004
+
1005
+ tag-purple
1006
+ "
1007
+ href="/models?filter=audio"
1008
+ tag-id="audio"
1009
+ >
1010
+ <span>
1011
+ audio
1012
+ </span>
1013
+
1014
+ </a>
1015
+ </div>
1016
+ <div class="border-b border-gray-100">
1017
+ <div class="flex items-center justify-between">
1018
+ <div class="flex items-center h-12 -mb-px overflow-x-auto overflow-y-hidden">
1019
+ <a
1020
+ class="tab-alternate "
1021
+ href="/facebook/wav2vec2-base-960h"
1022
+ >
1023
+ <svg
1024
+ alt=""
1025
+ class="mr-1.5 text-gray-400"
1026
+ xmlns="http://www.w3.org/2000/svg"
1027
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1028
+ aria-hidden="true"
1029
+ focusable="false"
1030
+ role="img"
1031
+ width="1em"
1032
+ height="1em"
1033
+ preserveAspectRatio="xMidYMid meet"
1034
+ viewBox="0 0 24 24"
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+ >
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+ <path
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+ class="uim-quaternary"
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+ d="M20.23 7.24L12 12L3.77 7.24a1.98 1.98 0 0 1 .7-.71L11 2.76c.62-.35 1.38-.35 2 0l6.53 3.77c.29.173.531.418.7.71z"
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+ opacity=".25"
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+ <path
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+ class="uim-tertiary"
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+ d="M12 12v9.5a2.09 2.09 0 0 1-.91-.21L4.5 17.48a2.003 2.003 0 0 1-1-1.73v-7.5a2.06 2.06 0 0 1 .27-1.01L12 12z"
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+ opacity=".5"
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+ ></path>
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+ <path
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+ class="uim-primary"
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+ d="M20.5 8.25v7.5a2.003 2.003 0 0 1-1 1.73l-6.62 3.82c-.275.13-.576.198-.88.2V12l8.23-4.76c.175.308.268.656.27 1.01z"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
1054
+ Model card
1055
+ </a>
1056
+ <a
1057
+ class="tab-alternate active"
1058
+ href="/facebook/wav2vec2-base-960h/tree/main"
1059
+ >
1060
+ <svg
1061
+ alt=""
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+ class="mr-1.5 text-gray-400"
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
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+ focusable="false"
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+ role="img"
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+ width="1em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ >
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+ d="M9 19a1 1 0 0 1-1-1V6a1 1 0 0 1 2 0v12a1 1 0 0 1-1 1zm-6-4.333a1 1 0 0 1-.64-1.769L3.438 12l-1.078-.898a1 1 0 0 1 1.28-1.538l2 1.667a1 1 0 0 1 0 1.538l-2 1.667a.999.999 0 0 1-.64.231z"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ Files and versions
1086
+ </a>
1087
+ </div>
1088
+ <div class="relative hidden space-x-1.5 md:flex">
1089
+ <div
1090
+ class="v2-dropdown relative "
1091
+
1092
+ >
1093
+ <button
1094
+ class="v2-dropdown-button cursor-pointer btn text-sm"
1095
+ slot="trigger"
1096
+ type="button"
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+ >
1098
+ <svg
1099
+ alt=""
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+ class="mr-1.5"
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+ xmlns="http://www.w3.org/2000/svg"
1102
+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
1104
+ focusable="false"
1105
+ role="img"
1106
+ width="1em"
1107
+ height="1em"
1108
+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 32 32"
1110
+ style="transform: rotate(360deg);"
1111
+ >
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+ <path
1113
+ d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z"
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+ fill="currentColor"
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+ ></path>
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+ <path
1117
+ d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z"
1118
+ fill="currentColor"
1119
+ ></path>
1120
+ <path
1121
+ d="M12.419 25.484L17.639 6l1.932.518L14.35 26z"
1122
+ fill="currentColor"
1123
+ ></path>
1124
+ </svg>
1125
+ Use in transformers
1126
+ </button><div
1127
+ class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full "
1128
+ >
1129
+ <ul class="min-w-full w-auto">
1130
+ <div class="v2-to-clipboard" style="width: 700px;">
1131
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1132
+ <h3 class="font-semibold">
1133
+ How to use from the
1134
+ <a target="_blank" href="https://github.com/huggingface/transformers">🤗/transformers</a>
1135
+ library:
1136
+ </h3>
1137
+ <button
1138
+ class="v2-to-clipboard-button text-sm underline flex items-center cursor-pointer text-gray-500"
1139
+ >
1140
+ <svg
1141
+ alt=""
1142
+ class="mr-1"
1143
+ xmlns="http://www.w3.org/2000/svg"
1144
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1145
+ aria-hidden="true"
1146
+ focusable="false"
1147
+ role="img"
1148
+ width="1em"
1149
+ height="1em"
1150
+ preserveAspectRatio="xMidYMid meet"
1151
+ viewBox="0 0 32 32"
1152
+ >
1153
+ <path
1154
+ d="M25.7 9.3l-7-7A.908.908 0 0 0 18 2H8a2.006 2.006 0 0 0-2 2v24a2.006 2.006 0 0 0 2 2h16a2.006 2.006 0 0 0 2-2V10a.908.908 0 0 0-.3-.7zM18 4.4l5.6 5.6H18zM24 28H8V4h8v6a2.006 2.006 0 0 0 2 2h6z"
1155
+ fill="currentColor"
1156
+ ></path>
1157
+ </svg>
1158
+ Copy to clipboard
1159
+ </button>
1160
+ </div>
1161
+ <pre class="v2-to-clipboard-content whitespace-pre-line text-sm p-4 text-gray-700">
1162
+ from transformers import AutoTokenizer, Wav2Vec2ForCTC
1163
+
1164
+ tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-base-960h")
1165
+
1166
+ model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
1167
+ </pre>
1168
+
1169
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1170
+ <h3 class="font-semibold">
1171
+ Or just clone the model repo
1172
+ </h3>
1173
+ </div>
1174
+ <pre class="whitespace-pre-line text-sm p-4 text-gray-700">
1175
+ git lfs install
1176
+ git clone https://huggingface.co/facebook/wav2vec2-base-960h
1177
+ <div class="text-gray-500 text-xs">
1178
+ # if you want to clone without large files – just their pointers
1179
+ # prepend your git clone with the following env var:
1180
+ </div>
1181
+ GIT_LFS_SKIP_SMUDGE=1
1182
+ </pre>
1183
+
1184
+ </div>
1185
+ </ul>
1186
+ </div></div>
1187
+ </div>
1188
+ </div>
1189
+ </div>
1190
+ </div>
1191
+ </header>
1192
+ <div
1193
+ class="container relative space-y-4 flex flex-col md:grid md:gap-6 md:space-y-0 overflow-hidden
1194
+ md:grid-cols-12
1195
+
1196
+
1197
+ "
1198
+
1199
+
1200
+ >
1201
+ <section class="pt-8 border-gray-100 col-span-full">
1202
+
1203
+ <header class="pb-4 flex items-center justify-between">
1204
+ <div class="flex items-center">
1205
+ <div
1206
+ class="v2-dropdown relative mr-6"
1207
+
1208
+ >
1209
+ <button
1210
+ class="v2-dropdown-button cursor-pointer btn"
1211
+ slot="trigger"
1212
+ type="button"
1213
+ >
1214
+ <svg
1215
+ alt=""
1216
+ class="mr-1 text-gray-700 dark:text-gray-400"
1217
+ xmlns="http://www.w3.org/2000/svg"
1218
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1219
+ aria-hidden="true"
1220
+ focusable="false"
1221
+ role="img"
1222
+ width="1em"
1223
+ height="1em"
1224
+ preserveAspectRatio="xMidYMid meet"
1225
+ viewBox="0 0 24 24"
1226
+ style="transform: rotate(360deg);"
1227
+ >
1228
+ <path
1229
+ d="M13 14c-3.36 0-4.46 1.35-4.82 2.24C9.25 16.7 10 17.76 10 19a3 3 0 0 1-3 3a3 3 0 0 1-3-3c0-1.31.83-2.42 2-2.83V7.83A2.99 2.99 0 0 1 4 5a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.31-.83 2.42-2 2.83v5.29c.88-.65 2.16-1.12 4-1.12c2.67 0 3.56-1.34 3.85-2.23A3.006 3.006 0 0 1 14 7a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.34-.88 2.5-2.09 2.86C17.65 11.29 16.68 14 13 14m-6 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1M7 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1m10 2a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1z"
1230
+ fill="currentColor"
1231
+ ></path>
1232
+ </svg>
1233
+ main
1234
+ <svg
1235
+ alt=""
1236
+ class="text-gray-500"
1237
+ xmlns="http://www.w3.org/2000/svg"
1238
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1239
+ aria-hidden="true"
1240
+ focusable="false"
1241
+ role="img"
1242
+ width="1em"
1243
+ height="1em"
1244
+ preserveAspectRatio="xMidYMid meet"
1245
+ viewBox="0 0 24 24"
1246
+ style="transform: rotate(360deg);"
1247
+ >
1248
+ <path d="M7 10l5 5l5-5z" fill="currentColor"></path>
1249
+ </svg>
1250
+ </button><div
1251
+ class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full "
1252
+ >
1253
+ <ul class="min-w-full w-auto">
1254
+ <li>
1255
+ <ul>
1256
+ <li>
1257
+ <div
1258
+ class="v2-dropdown-entry flex items-center hover:bg-gray-50 cursor-pointer
1259
+ hover:underline
1260
+
1261
+
1262
+ "
1263
+
1264
+
1265
+
1266
+
1267
+ >
1268
+ <a
1269
+ class="px-3 py-1.5"
1270
+ href="/facebook/wav2vec2-base-960h/blob/main/special_tokens_map.json"
1271
+ >
1272
+ main
1273
+ </a>
1274
+ </div>
1275
+ </li>
1276
+ </ul>
1277
+ </li>
1278
+ <li>
1279
+ <ul class="bg-yellow-50">
1280
+ </ul>
1281
+ </li>
1282
+ </ul>
1283
+ </div></div>
1284
+
1285
+ <a class="hover:underline text-gray-800 dark:text-gray-300" href="/facebook/wav2vec2-base-960h/tree/main">
1286
+ facebook/wav2vec2-base-960h
1287
+ </a>
1288
+ <span class="text-gray-300 mx-1 font-light">/</span>
1289
+
1290
+ <span class="font-light dark:text-gray-300">special_tokens_map.json</span>
1291
+
1292
+ </div>
1293
+
1294
+ <div class="flex justify-end">
1295
+ </div>
1296
+ </header>
1297
+
1298
+ <div class="border border-b-0 dark:border-gray-800 px-3 py-2 flex items-baseline rounded-t-lg bg-gradient-to-b from-white to-gray-100 dark:from-gray-800 dark:to-gray-900">
1299
+ <img
1300
+ class="w-4 h-4 rounded-full mr-2.5 self-center"
1301
+ alt="patrickvonplaten's picture"
1302
+ src="https://aeiljuispo.cloudimg.io/v7/https://s3.amazonaws.com/moonup/production/uploads/1584435275418-5dfcb1aada6d0311fd3d5448.jpeg?w&#x3D;200&amp;h&#x3D;200&amp;f&#x3D;face"
1303
+ />
1304
+ <div class="mr-5 truncate flex-none">
1305
+ <a class="hover:underline" href="/patrickvonplaten">
1306
+ patrickvonplaten
1307
+ </a>
1308
+ </div>
1309
+ <a
1310
+ class="mr-4 font-mono text-sm text-gray-500 dark:text-gray-300 truncate hover:underline"
1311
+ href="/facebook/wav2vec2-base-960h/commit/0b362f54b7df3d68eef6960d41820e27af20ddc3"
1312
+ >
1313
+ upload all files
1314
+
1315
+ </a>
1316
+ <a
1317
+ class="text-sm border dark:border-gray-800 px-1.5 rounded bg-gray-50 dark:bg-gray-900 hover:underline"
1318
+ href="/facebook/wav2vec2-base-960h/commit/0b362f54b7df3d68eef6960d41820e27af20ddc3"
1319
+ >
1320
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+ })(window,document,'script','https://www.google-analytics.com/analytics.js','ganalytics');
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+ ganalytics('create', 'UA-83738774-2', 'auto');
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+ </body>
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+ </html>
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811
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812
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+ Documentation
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823
+ Inference API doc
824
+ </a>
825
+ </li>
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+ <li>
827
+ <a href="/transformers/" class="btn w-full v2-dropdown-entry">
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+ Transformers doc
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+ </a>
830
+ </li>
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+ <li>
832
+ <a href="/docs/tokenizers/python/latest/" class="btn w-full v2-dropdown-entry">
833
+ Tokenizers doc
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+ </a>
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+ </li>
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+ <li>
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+ <a href="/docs/datasets/" class="btn w-full v2-dropdown-entry">
838
+ Datasets doc
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+ </a>
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+ </li>
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+ </ul>
842
+ </li>
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+ </ul>
844
+ </nav>
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+ </div>
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+ </div>
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+ </header> <main class="flex flex-col flex-1 ">
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+ <header class="bg-gradient-to-t from-gray-50 via-white to-white pt-10">
849
+ <div class="container relative">
850
+ <h1 class="flex items-center flex-wrap font-mono md:text-xl mb-3">
851
+ <div class="inline-flex items-center">
852
+ <img
853
+ class="w-4 h-4 rounded mr-1.5"
854
+ alt="'s picture"
855
+ src="https://aeiljuispo.cloudimg.io/v7/https://s3.amazonaws.com/moonup/production/uploads/1592839207516-noauth.png?w&#x3D;200&amp;h&#x3D;200&amp;f&#x3D;face"
856
+ />
857
+ <a href="/facebook" class="font-sans text-gray-400 hover:text-blue-600">
858
+ facebook
859
+ </a>
860
+ <div class="text-gray-300 mx-0.5">/</div>
861
+ </div>
862
+ <div class="font-semibold">
863
+ <a href="/facebook/wav2vec2-base-960h">
864
+ wav2vec2-base-960h
865
+ </a>
866
+ </div>
867
+ </h1>
868
+ <div class="flex flex-wrap mb-5">
869
+ <a class="
870
+ tag
871
+
872
+ tag-white
873
+ "
874
+ href="/models?pipeline_tag=automatic-speech-recognition"
875
+ tag-id="automatic-speech-recognition"
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+ >
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+ <div class="tag-ico
878
+ tag-ico-yellow
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+ ">
880
+ <svg
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+ alt=""
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+ class=""
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
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+ focusable="false"
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+ role="img"
888
+ width="1em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 18 18"
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+ >
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+ <path
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+ clip-rule="evenodd"
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897
+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ </div>
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+ <span>
902
+ Automatic Speech Recognition
903
+ </span>
904
+
905
+ </a>
906
+ <a class="
907
+ tag
908
+
909
+ tag-red
910
+ "
911
+ href="/models?filter=pytorch"
912
+ tag-id="pytorch"
913
+ >
914
+ <svg
915
+ alt=""
916
+ class="inline-block ml-2 text-sm"
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
919
+ aria-hidden="true"
920
+ focusable="false"
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+ role="img"
922
+ width="0.83em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 256 310"
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+ >
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+ d="M218.281 90.106c50.292 50.292 50.292 130.969 0 181.61c-49.244 50.292-130.27 50.292-180.562 0s-50.292-131.318 0-181.61L127.825 0v45.053l-8.382 8.382l-59.721 59.722c-37.72 37.02-37.72 97.79 0 135.509c37.02 37.719 97.79 37.719 135.509 0c37.719-37.02 37.719-97.79 0-135.51l23.05-23.05zm-45.053-5.588c-9.259 0-16.764-7.505-16.764-16.764c0-9.258 7.505-16.764 16.764-16.764c9.258 0 16.764 7.506 16.764 16.764c0 9.259-7.506 16.764-16.764 16.764z"
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+ fill="#EE4C2C"
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+ ></path>
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+ </svg>
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+ <span>
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+ PyTorch
934
+ </span>
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+
936
+ </a>
937
+ <a class="
938
+ tag
939
+
940
+ tag-indigo
941
+ "
942
+ href="/models?filter=dataset:librispeech_asr"
943
+ tag-id="dataset:librispeech_asr"
944
+ >
945
+ <span>
946
+ librispeech_asr
947
+ </span>
948
+
949
+ </a>
950
+ <a class="
951
+ tag
952
+
953
+ tag-green
954
+ "
955
+ href="/models?filter=en"
956
+ tag-id="en"
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+ >
958
+ <span>
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+ en
960
+ </span>
961
+
962
+ </a>
963
+ <a class="
964
+ tag
965
+
966
+ tag-purple
967
+ "
968
+ href="/models?filter=arxiv:2006.11477"
969
+ tag-id="arxiv:2006.11477"
970
+ >
971
+ <span>
972
+ arxiv:2006.11477
973
+ </span>
974
+
975
+ </a>
976
+ <a class="
977
+ tag
978
+
979
+ tag-blue
980
+ "
981
+ href="/models?filter=license:apache-2.0"
982
+ tag-id="license:apache-2.0"
983
+ >
984
+ <span>
985
+ apache-2.0
986
+ </span>
987
+
988
+ </a>
989
+ <a class="
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+ tag
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+
992
+ tag-purple
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+ "
994
+ href="/models?filter=wav2vec2"
995
+ tag-id="wav2vec2"
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+ >
997
+ <span>
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+ wav2vec2
999
+ </span>
1000
+
1001
+ </a>
1002
+ <a class="
1003
+ tag
1004
+
1005
+ tag-purple
1006
+ "
1007
+ href="/models?filter=audio"
1008
+ tag-id="audio"
1009
+ >
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+ <span>
1011
+ audio
1012
+ </span>
1013
+
1014
+ </a>
1015
+ </div>
1016
+ <div class="border-b border-gray-100">
1017
+ <div class="flex items-center justify-between">
1018
+ <div class="flex items-center h-12 -mb-px overflow-x-auto overflow-y-hidden">
1019
+ <a
1020
+ class="tab-alternate "
1021
+ href="/facebook/wav2vec2-base-960h"
1022
+ >
1023
+ <svg
1024
+ alt=""
1025
+ class="mr-1.5 text-gray-400"
1026
+ xmlns="http://www.w3.org/2000/svg"
1027
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1028
+ aria-hidden="true"
1029
+ focusable="false"
1030
+ role="img"
1031
+ width="1em"
1032
+ height="1em"
1033
+ preserveAspectRatio="xMidYMid meet"
1034
+ viewBox="0 0 24 24"
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+ >
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+ <path
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+ class="uim-quaternary"
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+ d="M20.23 7.24L12 12L3.77 7.24a1.98 1.98 0 0 1 .7-.71L11 2.76c.62-.35 1.38-.35 2 0l6.53 3.77c.29.173.531.418.7.71z"
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+ opacity=".25"
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+ ></path>
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+ <path
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+ class="uim-tertiary"
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+ d="M12 12v9.5a2.09 2.09 0 0 1-.91-.21L4.5 17.48a2.003 2.003 0 0 1-1-1.73v-7.5a2.06 2.06 0 0 1 .27-1.01L12 12z"
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+ opacity=".5"
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+ ></path>
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+ <path
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+ class="uim-primary"
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+ d="M20.5 8.25v7.5a2.003 2.003 0 0 1-1 1.73l-6.62 3.82c-.275.13-.576.198-.88.2V12l8.23-4.76c.175.308.268.656.27 1.01z"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
1054
+ Model card
1055
+ </a>
1056
+ <a
1057
+ class="tab-alternate active"
1058
+ href="/facebook/wav2vec2-base-960h/tree/main"
1059
+ >
1060
+ <svg
1061
+ alt=""
1062
+ class="mr-1.5 text-gray-400"
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+ xmlns="http://www.w3.org/2000/svg"
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+ role="img"
1068
+ width="1em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 24 24"
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+ >
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+ d="M21 19h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0-4h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0-8h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2zm0 4h-8a1 1 0 0 1 0-2h8a1 1 0 0 1 0 2z"
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+ ></path>
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+ <path
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+ class="uim-primary"
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+ d="M9 19a1 1 0 0 1-1-1V6a1 1 0 0 1 2 0v12a1 1 0 0 1-1 1zm-6-4.333a1 1 0 0 1-.64-1.769L3.438 12l-1.078-.898a1 1 0 0 1 1.28-1.538l2 1.667a1 1 0 0 1 0 1.538l-2 1.667a.999.999 0 0 1-.64.231z"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
1085
+ Files and versions
1086
+ </a>
1087
+ </div>
1088
+ <div class="relative hidden space-x-1.5 md:flex">
1089
+ <div
1090
+ class="v2-dropdown relative "
1091
+
1092
+ >
1093
+ <button
1094
+ class="v2-dropdown-button cursor-pointer btn text-sm"
1095
+ slot="trigger"
1096
+ type="button"
1097
+ >
1098
+ <svg
1099
+ alt=""
1100
+ class="mr-1.5"
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+ xmlns="http://www.w3.org/2000/svg"
1102
+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
1104
+ focusable="false"
1105
+ role="img"
1106
+ width="1em"
1107
+ height="1em"
1108
+ preserveAspectRatio="xMidYMid meet"
1109
+ viewBox="0 0 32 32"
1110
+ style="transform: rotate(360deg);"
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+ >
1112
+ <path
1113
+ d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z"
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+ fill="currentColor"
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+ ></path>
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+ <path
1117
+ d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z"
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+ fill="currentColor"
1119
+ ></path>
1120
+ <path
1121
+ d="M12.419 25.484L17.639 6l1.932.518L14.35 26z"
1122
+ fill="currentColor"
1123
+ ></path>
1124
+ </svg>
1125
+ Use in transformers
1126
+ </button><div
1127
+ class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full "
1128
+ >
1129
+ <ul class="min-w-full w-auto">
1130
+ <div class="v2-to-clipboard" style="width: 700px;">
1131
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1132
+ <h3 class="font-semibold">
1133
+ How to use from the
1134
+ <a target="_blank" href="https://github.com/huggingface/transformers">🤗/transformers</a>
1135
+ library:
1136
+ </h3>
1137
+ <button
1138
+ class="v2-to-clipboard-button text-sm underline flex items-center cursor-pointer text-gray-500"
1139
+ >
1140
+ <svg
1141
+ alt=""
1142
+ class="mr-1"
1143
+ xmlns="http://www.w3.org/2000/svg"
1144
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1145
+ aria-hidden="true"
1146
+ focusable="false"
1147
+ role="img"
1148
+ width="1em"
1149
+ height="1em"
1150
+ preserveAspectRatio="xMidYMid meet"
1151
+ viewBox="0 0 32 32"
1152
+ >
1153
+ <path
1154
+ d="M25.7 9.3l-7-7A.908.908 0 0 0 18 2H8a2.006 2.006 0 0 0-2 2v24a2.006 2.006 0 0 0 2 2h16a2.006 2.006 0 0 0 2-2V10a.908.908 0 0 0-.3-.7zM18 4.4l5.6 5.6H18zM24 28H8V4h8v6a2.006 2.006 0 0 0 2 2h6z"
1155
+ fill="currentColor"
1156
+ ></path>
1157
+ </svg>
1158
+ Copy to clipboard
1159
+ </button>
1160
+ </div>
1161
+ <pre class="v2-to-clipboard-content whitespace-pre-line text-sm p-4 text-gray-700">
1162
+ from transformers import AutoTokenizer, Wav2Vec2ForCTC
1163
+
1164
+ tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-base-960h")
1165
+
1166
+ model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
1167
+ </pre>
1168
+
1169
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1170
+ <h3 class="font-semibold">
1171
+ Or just clone the model repo
1172
+ </h3>
1173
+ </div>
1174
+ <pre class="whitespace-pre-line text-sm p-4 text-gray-700">
1175
+ git lfs install
1176
+ git clone https://huggingface.co/facebook/wav2vec2-base-960h
1177
+ <div class="text-gray-500 text-xs">
1178
+ # if you want to clone without large files – just their pointers
1179
+ # prepend your git clone with the following env var:
1180
+ </div>
1181
+ GIT_LFS_SKIP_SMUDGE=1
1182
+ </pre>
1183
+
1184
+ </div>
1185
+ </ul>
1186
+ </div></div>
1187
+ </div>
1188
+ </div>
1189
+ </div>
1190
+ </div>
1191
+ </header>
1192
+ <div
1193
+ class="container relative space-y-4 flex flex-col md:grid md:gap-6 md:space-y-0 overflow-hidden
1194
+ md:grid-cols-12
1195
+
1196
+
1197
+ "
1198
+
1199
+
1200
+ >
1201
+ <section class="pt-8 border-gray-100 col-span-full">
1202
+
1203
+ <header class="pb-4 flex items-center justify-between">
1204
+ <div class="flex items-center">
1205
+ <div
1206
+ class="v2-dropdown relative mr-6"
1207
+
1208
+ >
1209
+ <button
1210
+ class="v2-dropdown-button cursor-pointer btn"
1211
+ slot="trigger"
1212
+ type="button"
1213
+ >
1214
+ <svg
1215
+ alt=""
1216
+ class="mr-1 text-gray-700 dark:text-gray-400"
1217
+ xmlns="http://www.w3.org/2000/svg"
1218
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1219
+ aria-hidden="true"
1220
+ focusable="false"
1221
+ role="img"
1222
+ width="1em"
1223
+ height="1em"
1224
+ preserveAspectRatio="xMidYMid meet"
1225
+ viewBox="0 0 24 24"
1226
+ style="transform: rotate(360deg);"
1227
+ >
1228
+ <path
1229
+ d="M13 14c-3.36 0-4.46 1.35-4.82 2.24C9.25 16.7 10 17.76 10 19a3 3 0 0 1-3 3a3 3 0 0 1-3-3c0-1.31.83-2.42 2-2.83V7.83A2.99 2.99 0 0 1 4 5a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.31-.83 2.42-2 2.83v5.29c.88-.65 2.16-1.12 4-1.12c2.67 0 3.56-1.34 3.85-2.23A3.006 3.006 0 0 1 14 7a3 3 0 0 1 3-3a3 3 0 0 1 3 3c0 1.34-.88 2.5-2.09 2.86C17.65 11.29 16.68 14 13 14m-6 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1M7 4a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1m10 2a1 1 0 0 0-1 1a1 1 0 0 0 1 1a1 1 0 0 0 1-1a1 1 0 0 0-1-1z"
1230
+ fill="currentColor"
1231
+ ></path>
1232
+ </svg>
1233
+ main
1234
+ <svg
1235
+ alt=""
1236
+ class="text-gray-500"
1237
+ xmlns="http://www.w3.org/2000/svg"
1238
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1239
+ aria-hidden="true"
1240
+ focusable="false"
1241
+ role="img"
1242
+ width="1em"
1243
+ height="1em"
1244
+ preserveAspectRatio="xMidYMid meet"
1245
+ viewBox="0 0 24 24"
1246
+ style="transform: rotate(360deg);"
1247
+ >
1248
+ <path d="M7 10l5 5l5-5z" fill="currentColor"></path>
1249
+ </svg>
1250
+ </button><div
1251
+ class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full "
1252
+ >
1253
+ <ul class="min-w-full w-auto">
1254
+ <li>
1255
+ <ul>
1256
+ <li>
1257
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+ <h1 class="flex items-center flex-wrap font-mono md:text-xl mb-3">
851
+ <div class="inline-flex items-center">
852
+ <img
853
+ class="w-4 h-4 rounded mr-1.5"
854
+ alt="'s picture"
855
+ src="https://aeiljuispo.cloudimg.io/v7/https://s3.amazonaws.com/moonup/production/uploads/1592839207516-noauth.png?w&#x3D;200&amp;h&#x3D;200&amp;f&#x3D;face"
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865
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867
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868
+ <div class="flex flex-wrap mb-5">
869
+ <a class="
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+ "
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+ href="/models?pipeline_tag=automatic-speech-recognition"
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+ tag-id="automatic-speech-recognition"
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+ >
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+ <div class="tag-ico
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+ tag-ico-yellow
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+ ">
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+ <svg
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+ alt=""
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+ class=""
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+ aria-hidden="true"
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+ focusable="false"
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+ role="img"
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+ width="1em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 18 18"
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+ >
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+ clip-rule="evenodd"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ </div>
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+ <span>
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+ Automatic Speech Recognition
903
+ </span>
904
+
905
+ </a>
906
+ <a class="
907
+ tag
908
+
909
+ tag-red
910
+ "
911
+ href="/models?filter=pytorch"
912
+ tag-id="pytorch"
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+ >
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+ <svg
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+ alt=""
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+ class="inline-block ml-2 text-sm"
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
919
+ aria-hidden="true"
920
+ focusable="false"
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+ role="img"
922
+ width="0.83em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ >
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+ fill="#EE4C2C"
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+ </svg>
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+ <span>
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+ PyTorch
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+ </span>
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+
936
+ </a>
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+ <a class="
938
+ tag
939
+
940
+ tag-indigo
941
+ "
942
+ href="/models?filter=dataset:librispeech_asr"
943
+ tag-id="dataset:librispeech_asr"
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+ >
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+ <span>
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+ librispeech_asr
947
+ </span>
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+
949
+ </a>
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+ <a class="
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+ tag
952
+
953
+ tag-green
954
+ "
955
+ href="/models?filter=en"
956
+ tag-id="en"
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+ >
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+ <span>
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+ en
960
+ </span>
961
+
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+ </a>
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+ <a class="
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+ tag
965
+
966
+ tag-purple
967
+ "
968
+ href="/models?filter=arxiv:2006.11477"
969
+ tag-id="arxiv:2006.11477"
970
+ >
971
+ <span>
972
+ arxiv:2006.11477
973
+ </span>
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+
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+ </a>
976
+ <a class="
977
+ tag
978
+
979
+ tag-blue
980
+ "
981
+ href="/models?filter=license:apache-2.0"
982
+ tag-id="license:apache-2.0"
983
+ >
984
+ <span>
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+ apache-2.0
986
+ </span>
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+
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+ </a>
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+ <a class="
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+ tag
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+
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+ tag-purple
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+ "
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+ href="/models?filter=wav2vec2"
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+ tag-id="wav2vec2"
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+ >
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+ <span>
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+ wav2vec2
999
+ </span>
1000
+
1001
+ </a>
1002
+ <a class="
1003
+ tag
1004
+
1005
+ tag-purple
1006
+ "
1007
+ href="/models?filter=audio"
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+ tag-id="audio"
1009
+ >
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+ <span>
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+ audio
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+ </span>
1013
+
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+ </a>
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+ </div>
1016
+ <div class="border-b border-gray-100">
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+ <div class="flex items-center justify-between">
1018
+ <div class="flex items-center h-12 -mb-px overflow-x-auto overflow-y-hidden">
1019
+ <a
1020
+ class="tab-alternate "
1021
+ href="/facebook/wav2vec2-base-960h"
1022
+ >
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+ <svg
1024
+ alt=""
1025
+ class="mr-1.5 text-gray-400"
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+ xmlns="http://www.w3.org/2000/svg"
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+ xmlns:xlink="http://www.w3.org/1999/xlink"
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+ aria-hidden="true"
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+ focusable="false"
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+ role="img"
1031
+ width="1em"
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+ height="1em"
1033
+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 24 24"
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+ >
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+ class="uim-quaternary"
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+ d="M20.23 7.24L12 12L3.77 7.24a1.98 1.98 0 0 1 .7-.71L11 2.76c.62-.35 1.38-.35 2 0l6.53 3.77c.29.173.531.418.7.71z"
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+ opacity=".25"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ Model card
1055
+ </a>
1056
+ <a
1057
+ class="tab-alternate active"
1058
+ href="/facebook/wav2vec2-base-960h/tree/main"
1059
+ >
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+ <svg
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+ alt=""
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+ class="mr-1.5 text-gray-400"
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+ xmlns="http://www.w3.org/2000/svg"
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+ width="1em"
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+ height="1em"
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+ preserveAspectRatio="xMidYMid meet"
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+ viewBox="0 0 24 24"
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+ >
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+ ></path>
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+ <path
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+ d="M9 19a1 1 0 0 1-1-1V6a1 1 0 0 1 2 0v12a1 1 0 0 1-1 1zm-6-4.333a1 1 0 0 1-.64-1.769L3.438 12l-1.078-.898a1 1 0 0 1 1.28-1.538l2 1.667a1 1 0 0 1 0 1.538l-2 1.667a.999.999 0 0 1-.64.231z"
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+ fill="currentColor"
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+ ></path>
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+ </svg>
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+ Files and versions
1086
+ </a>
1087
+ </div>
1088
+ <div class="relative hidden space-x-1.5 md:flex">
1089
+ <div
1090
+ class="v2-dropdown relative "
1091
+
1092
+ >
1093
+ <button
1094
+ class="v2-dropdown-button cursor-pointer btn text-sm"
1095
+ slot="trigger"
1096
+ type="button"
1097
+ >
1098
+ <svg
1099
+ alt=""
1100
+ class="mr-1.5"
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+ xmlns="http://www.w3.org/2000/svg"
1102
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1103
+ aria-hidden="true"
1104
+ focusable="false"
1105
+ role="img"
1106
+ width="1em"
1107
+ height="1em"
1108
+ preserveAspectRatio="xMidYMid meet"
1109
+ viewBox="0 0 32 32"
1110
+ style="transform: rotate(360deg);"
1111
+ >
1112
+ <path
1113
+ d="M31 16l-7 7l-1.41-1.41L28.17 16l-5.58-5.59L24 9l7 7z"
1114
+ fill="currentColor"
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+ ></path>
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+ <path
1117
+ d="M1 16l7-7l1.41 1.41L3.83 16l5.58 5.59L8 23l-7-7z"
1118
+ fill="currentColor"
1119
+ ></path>
1120
+ <path
1121
+ d="M12.419 25.484L17.639 6l1.932.518L14.35 26z"
1122
+ fill="currentColor"
1123
+ ></path>
1124
+ </svg>
1125
+ Use in transformers
1126
+ </button><div
1127
+ class="v2-dropdown-menu hidden absolute mt-1 min-w-full bg-white rounded-xl overflow-hidden shadow-lg z-10 border border-gray-100 right-0 top-full "
1128
+ >
1129
+ <ul class="min-w-full w-auto">
1130
+ <div class="v2-to-clipboard" style="width: 700px;">
1131
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1132
+ <h3 class="font-semibold">
1133
+ How to use from the
1134
+ <a target="_blank" href="https://github.com/huggingface/transformers">🤗/transformers</a>
1135
+ library:
1136
+ </h3>
1137
+ <button
1138
+ class="v2-to-clipboard-button text-sm underline flex items-center cursor-pointer text-gray-500"
1139
+ >
1140
+ <svg
1141
+ alt=""
1142
+ class="mr-1"
1143
+ xmlns="http://www.w3.org/2000/svg"
1144
+ xmlns:xlink="http://www.w3.org/1999/xlink"
1145
+ aria-hidden="true"
1146
+ focusable="false"
1147
+ role="img"
1148
+ width="1em"
1149
+ height="1em"
1150
+ preserveAspectRatio="xMidYMid meet"
1151
+ viewBox="0 0 32 32"
1152
+ >
1153
+ <path
1154
+ d="M25.7 9.3l-7-7A.908.908 0 0 0 18 2H8a2.006 2.006 0 0 0-2 2v24a2.006 2.006 0 0 0 2 2h16a2.006 2.006 0 0 0 2-2V10a.908.908 0 0 0-.3-.7zM18 4.4l5.6 5.6H18zM24 28H8V4h8v6a2.006 2.006 0 0 0 2 2h6z"
1155
+ fill="currentColor"
1156
+ ></path>
1157
+ </svg>
1158
+ Copy to clipboard
1159
+ </button>
1160
+ </div>
1161
+ <pre class="v2-to-clipboard-content whitespace-pre-line text-sm p-4 text-gray-700">
1162
+ from transformers import AutoTokenizer, Wav2Vec2ForCTC
1163
+
1164
+ tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-base-960h")
1165
+
1166
+ model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
1167
+ </pre>
1168
+
1169
+ <div class="border-b px-4 py-2 bg-gradient-to-r from-gray-50 to-white border-gray-200 flex justify-between items-center h-11">
1170
+ <h3 class="font-semibold">
1171
+ Or just clone the model repo
1172
+ </h3>
1173
+ </div>
1174
+ <pre class="whitespace-pre-line text-sm p-4 text-gray-700">
1175
+ git lfs install
1176
+ git clone https://huggingface.co/facebook/wav2vec2-base-960h
1177
+ <div class="text-gray-500 text-xs">
1178
+ # if you want to clone without large files – just their pointers
1179
+ # prepend your git clone with the following env var:
1180
+ </div>
1181
+ GIT_LFS_SKIP_SMUDGE=1
1182
+ </pre>
1183
+
1184
+ </div>
1185
+ </ul>
1186
+ </div></div>
1187
+ </div>
1188
+ </div>
1189
+ </div>
1190
+ </div>
1191
+ </header>
1192
+ <div
1193
+ class="container relative space-y-4 flex flex-col md:grid md:gap-6 md:space-y-0 overflow-hidden
1194
+ md:grid-cols-12
1195
+
1196
+
1197
+ "
1198
+
1199
+
1200
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