|
{ |
|
"_name_or_path": "facebook/hubert-base-ls960", |
|
"activation_dropout": 0.1, |
|
"apply_spec_augment": true, |
|
"architectures": [ |
|
"HubertForSpeechClassification" |
|
], |
|
"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, |
|
"finetuning_task": "wav2vec2_clf", |
|
"gradient_checkpointing": false, |
|
"hidden_act": "gelu", |
|
"hidden_dropout": 0.1, |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "angry", |
|
"1": "disgust", |
|
"2": "fear", |
|
"3": "happy", |
|
"4": "neutral", |
|
"5": "sad" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"angry": 0, |
|
"disgust": 1, |
|
"fear": 2, |
|
"happy": 3, |
|
"neutral": 4, |
|
"sad": 5 |
|
}, |
|
"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, |
|
"pooling_mode": "mean", |
|
"problem_type": "single_label_classification", |
|
"tokenizer_class": "Wav2Vec2CTCTokenizer", |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.18.0.dev0", |
|
"use_weighted_layer_sum": false, |
|
"vocab_size": 32 |
|
} |
|
|