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wav2vec2-base-lang-id

Audio Classification
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wav2vec2-base-lang-id
File size: 3,991 Bytes 
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{
  "_name_or_path": "facebook/wav2vec2-base",
  "activation_dropout": 0.0,
  "apply_spec_augment": true,
  "architectures": [
    "Wav2Vec2ForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "codevector_dim": 256,
  "contrastive_logits_temperature": 0.1,
  "conv_bias": false,
  "conv_dim": [
    512,
    512,
    512,
    512,
    512,
    512,
    512
  ],
  "conv_kernel": [
    10,
    3,
    3,
    3,
    3,
    2,
    2
  ],
  "conv_stride": [
    5,
    2,
    2,
    2,
    2,
    2,
    2
  ],
  "ctc_loss_reduction": "sum",
  "ctc_zero_infinity": false,
  "diversity_loss_weight": 0.1,
  "do_stable_layer_norm": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.1,
  "feat_quantizer_dropout": 0.0,
  "final_dropout": 0.0,
  "finetuning_task": "audio-classification",
  "freeze_feat_extract_train": true,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Arabic",
    "1": "Basque",
    "10": "Dutch",
    "11": "English",
    "12": "Esperanto",
    "13": "Estonian",
    "14": "French",
    "15": "Frisian",
    "16": "Georgian",
    "17": "German",
    "18": "Greek",
    "19": "Hakha_Chin",
    "2": "Breton",
    "20": "Indonesian",
    "21": "Interlingua",
    "22": "Italian",
    "23": "Japanese",
    "24": "Kabyle",
    "25": "Kinyarwanda",
    "26": "Kyrgyz",
    "27": "Latvian",
    "28": "Maltese",
    "29": "Mangolian",
    "3": "Catalan",
    "30": "Persian",
    "31": "Polish",
    "32": "Portuguese",
    "33": "Romanian",
    "34": "Romansh_Sursilvan",
    "35": "Russian",
    "36": "Sakha",
    "37": "Slovenian",
    "38": "Spanish",
    "39": "Swedish",
    "4": "Chinese_China",
    "40": "Tamil",
    "41": "Tatar",
    "42": "Turkish",
    "43": "Ukranian",
    "44": "Welsh",
    "5": "Chinese_Hongkong",
    "6": "Chinese_Taiwan",
    "7": "Chuvash",
    "8": "Czech",
    "9": "Dhivehi"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Arabic": "0",
    "Basque": "1",
    "Breton": "2",
    "Catalan": "3",
    "Chinese_China": "4",
    "Chinese_Hongkong": "5",
    "Chinese_Taiwan": "6",
    "Chuvash": "7",
    "Czech": "8",
    "Dhivehi": "9",
    "Dutch": "10",
    "English": "11",
    "Esperanto": "12",
    "Estonian": "13",
    "French": "14",
    "Frisian": "15",
    "Georgian": "16",
    "German": "17",
    "Greek": "18",
    "Hakha_Chin": "19",
    "Indonesian": "20",
    "Interlingua": "21",
    "Italian": "22",
    "Japanese": "23",
    "Kabyle": "24",
    "Kinyarwanda": "25",
    "Kyrgyz": "26",
    "Latvian": "27",
    "Maltese": "28",
    "Mangolian": "29",
    "Persian": "30",
    "Polish": "31",
    "Portuguese": "32",
    "Romanian": "33",
    "Romansh_Sursilvan": "34",
    "Russian": "35",
    "Sakha": "36",
    "Slovenian": "37",
    "Spanish": "38",
    "Swedish": "39",
    "Tamil": "40",
    "Tatar": "41",
    "Turkish": "42",
    "Ukranian": "43",
    "Welsh": "44"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.05,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
  "mask_channel_other": 0.0,
  "mask_channel_prob": 0.0,
  "mask_channel_selection": "static",
  "mask_feature_length": 10,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_min_space": 1,
  "mask_time_other": 0.0,
  "mask_time_prob": 0.05,
  "mask_time_selection": "static",
  "model_type": "wav2vec2",
  "no_mask_channel_overlap": false,
  "no_mask_time_overlap": false,
  "num_attention_heads": 12,
  "num_codevector_groups": 2,
  "num_codevectors_per_group": 320,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 12,
  "num_negatives": 100,
  "pad_token_id": 0,
  "proj_codevector_dim": 256,
  "torch_dtype": "float32",
  "transformers_version": "4.11.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 32
}