HUBERT / config.json
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{
"_name_or_path": "facebook/hubert-base-ls960",
"activation_dropout": 0.1,
"apply_spec_augment": true,
"architectures": [
"HubertForSequenceClassification"
],
"attention_dropout": 0.1,
"bos_token_id": 1,
"classifier_proj_size": 256,
"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,
"do_stable_layer_norm": false,
"eos_token_id": 2,
"feat_extract_activation": "gelu",
"feat_extract_dropout": 0.0,
"feat_extract_norm": "group",
"feat_proj_dropout": 0.1,
"feat_proj_layer_norm": true,
"final_dropout": 0.1,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout": 0.1,
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "_background_noise_",
"1": "bed",
"10": "happy",
"11": "house",
"12": "left",
"13": "marvin",
"14": "nine",
"15": "no",
"16": "off",
"17": "on",
"18": "one",
"19": "right",
"2": "bird",
"20": "seven",
"21": "sheila",
"22": "six",
"23": "stop",
"24": "three",
"25": "tree",
"26": "two",
"27": "up",
"28": "wow",
"29": "yes",
"3": "cat",
"30": "zero",
"4": "dog",
"5": "down",
"6": "eight",
"7": "five",
"8": "four",
"9": "go"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"_background_noise_": "0",
"bed": "1",
"bird": "2",
"cat": "3",
"dog": "4",
"down": "5",
"eight": "6",
"five": "7",
"four": "8",
"go": "9",
"happy": "10",
"house": "11",
"left": "12",
"marvin": "13",
"nine": "14",
"no": "15",
"off": "16",
"on": "17",
"one": "18",
"right": "19",
"seven": "20",
"sheila": "21",
"six": "22",
"stop": "23",
"three": "24",
"tree": "25",
"two": "26",
"up": "27",
"wow": "28",
"yes": "29",
"zero": "30"
},
"layer_norm_eps": 1e-05,
"layerdrop": 0.1,
"mask_feature_length": 10,
"mask_feature_min_masks": 0,
"mask_feature_prob": 0.0,
"mask_time_length": 10,
"mask_time_min_masks": 2,
"mask_time_prob": 0.05,
"model_type": "hubert",
"num_attention_heads": 12,
"num_conv_pos_embedding_groups": 16,
"num_conv_pos_embeddings": 128,
"num_feat_extract_layers": 7,
"num_hidden_layers": 12,
"pad_token_id": 0,
"tokenizer_class": "Wav2Vec2CTCTokenizer",
"torch_dtype": "float32",
"transformers_version": "4.40.1",
"use_weighted_layer_sum": false,
"vocab_size": 32
}