Model re-trained on ravdess dataset with new Wav2VecForSequenceClassification feature
8858eda
{ | |
"_name_or_path": "jonatasgrosman/wav2vec2-large-xlsr-53-english", | |
"activation_dropout": 0.05, | |
"apply_spec_augment": true, | |
"architectures": [ | |
"Wav2Vec2ForSequenceClassification" | |
], | |
"attention_dropout": 0.1, | |
"bos_token_id": 1, | |
"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": "mean", | |
"ctc_zero_infinity": true, | |
"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": 0.05, | |
"feat_quantizer_dropout": 0.0, | |
"final_dropout": 0.0, | |
"finetuning_task": "wav2vec2_clf", | |
"gradient_checkpointing": true, | |
"hidden_act": "gelu", | |
"hidden_dropout": 0.05, | |
"hidden_size": 1024, | |
"id2label": { | |
"0": "angry", | |
"1": "calm", | |
"2": "disgust", | |
"3": "fearful", | |
"4": "happy", | |
"5": "neutral", | |
"6": "sad", | |
"7": "surprised" | |
}, | |
"initializer_range": 0.02, | |
"intermediate_size": 4096, | |
"label2id": { | |
"angry": 0, | |
"calm": 1, | |
"disgust": 2, | |
"fearful": 3, | |
"happy": 4, | |
"neutral": 5, | |
"sad": 6, | |
"surprised": 7 | |
}, | |
"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", | |
"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, | |
"pad_token_id": 0, | |
"pooling_mode": "mean", | |
"problem_type": "single_label_classification", | |
"proj_codevector_dim": 256, | |
"transformers_version": "4.8.2", | |
"vocab_size": 33 | |
} | |