|
{ |
|
"_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": "change languagenonenone", |
|
"1": "activatemusicnone", |
|
"10": "deactivatelampnone", |
|
"11": "activatelightskitchen", |
|
"12": "activatelightsbedroom", |
|
"13": "activatelightswashroom", |
|
"14": "deactivatelightskitchen", |
|
"15": "deactivatelightsbedroom", |
|
"16": "deactivatelightswashroom", |
|
"17": "increaseheatkitchen", |
|
"18": "increaseheatbedroom", |
|
"19": "increaseheatwashroom", |
|
"2": "activatelightsnone", |
|
"20": "decreaseheatkitchen", |
|
"21": "decreaseheatbedroom", |
|
"22": "decreaseheatwashroom", |
|
"23": "bringnewspapernone", |
|
"24": "bringjuicenone", |
|
"25": "bringsocksnone", |
|
"26": "change languageChinesenone", |
|
"27": "change languageKoreannone", |
|
"28": "change languageEnglishnone", |
|
"29": "change languageGermannone", |
|
"3": "deactivatelightsnone", |
|
"30": "bringshoesnone", |
|
"4": "increasevolumenone", |
|
"5": "decreasevolumenone", |
|
"6": "increaseheatnone", |
|
"7": "decreaseheatnone", |
|
"8": "deactivatemusicnone", |
|
"9": "activatelampnone" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"activatelampnone": "9", |
|
"activatelightsbedroom": "12", |
|
"activatelightskitchen": "11", |
|
"activatelightsnone": "2", |
|
"activatelightswashroom": "13", |
|
"activatemusicnone": "1", |
|
"bringjuicenone": "24", |
|
"bringnewspapernone": "23", |
|
"bringshoesnone": "30", |
|
"bringsocksnone": "25", |
|
"change languageChinesenone": "26", |
|
"change languageEnglishnone": "28", |
|
"change languageGermannone": "29", |
|
"change languageKoreannone": "27", |
|
"change languagenonenone": "0", |
|
"deactivatelampnone": "10", |
|
"deactivatelightsbedroom": "15", |
|
"deactivatelightskitchen": "14", |
|
"deactivatelightsnone": "3", |
|
"deactivatelightswashroom": "16", |
|
"deactivatemusicnone": "8", |
|
"decreaseheatbedroom": "21", |
|
"decreaseheatkitchen": "20", |
|
"decreaseheatnone": "7", |
|
"decreaseheatwashroom": "22", |
|
"decreasevolumenone": "5", |
|
"increaseheatbedroom": "18", |
|
"increaseheatkitchen": "17", |
|
"increaseheatnone": "6", |
|
"increaseheatwashroom": "19", |
|
"increasevolumenone": "4" |
|
}, |
|
"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": "4.47.0", |
|
"use_weighted_layer_sum": false, |
|
"vocab_size": 32 |
|
} |
|
|