| { | |
| "_name_or_path": "facebook/wav2vec2-large-960h-lv60-self", | |
| "activation_dropout": 0.1, | |
| "adapter_kernel_size": 3, | |
| "adapter_stride": 2, | |
| "add_adapter": false, | |
| "apply_spec_augment": true, | |
| "architectures": [ | |
| "Wav2Vec2ForSpeechClassification" | |
| ], | |
| "attention_dropout": 0.1, | |
| "bos_token_id": 1, | |
| "classifier_proj_size": 256, | |
| "codevector_dim": 256, | |
| "contrastive_logits_temperature": 0.1, | |
| "conv_bias": true, | |
| "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": true, | |
| "eos_token_id": 2, | |
| "feat_extract_activation": "gelu", | |
| "feat_extract_dropout": 0.0, | |
| "feat_extract_norm": "layer", | |
| "feat_proj_dropout": 0.1, | |
| "feat_quantizer_dropout": 0.0, | |
| "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": 1024, | |
| "id2label": { | |
| "0": "teeth-chattering", | |
| "1": "teeth-grinding", | |
| "2": "tongue-clicking", | |
| "3": "nose-blowing", | |
| "4": "coughing", | |
| "5": "yawning", | |
| "6": "throat-clearing", | |
| "7": "sighing", | |
| "8": "lip-popping", | |
| "9": "lip-smacking", | |
| "10": "panting", | |
| "11": "crying", | |
| "12": "laughing", | |
| "13": "sneezing", | |
| "14": "moaning", | |
| "15": "screaming" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "label2id": { | |
| "coughing": 4, | |
| "crying": 11, | |
| "laughing": 12, | |
| "lip-popping": 8, | |
| "lip-smacking": 9, | |
| "moaning": 14, | |
| "nose-blowing": 3, | |
| "panting": 10, | |
| "screaming": 15, | |
| "sighing": 7, | |
| "sneezing": 13, | |
| "teeth-chattering": 0, | |
| "teeth-grinding": 1, | |
| "throat-clearing": 6, | |
| "tongue-clicking": 2, | |
| "yawning": 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": "wav2vec2", | |
| "num_adapter_layers": 3, | |
| "num_attention_heads": 16, | |
| "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": 24, | |
| "num_negatives": 100, | |
| "output_hidden_size": 1024, | |
| "pad_token_id": 0, | |
| "pooling_mode": "mean", | |
| "problem_type": "single_label_classification", | |
| "proj_codevector_dim": 256, | |
| "tdnn_dilation": [ | |
| 1, | |
| 2, | |
| 3, | |
| 1, | |
| 1 | |
| ], | |
| "tdnn_dim": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 1500 | |
| ], | |
| "tdnn_kernel": [ | |
| 5, | |
| 3, | |
| 3, | |
| 1, | |
| 1 | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.25.1", | |
| "use_weighted_layer_sum": false, | |
| "vocab_size": 32, | |
| "xvector_output_dim": 512 | |
| } | |