hubert_xlarge_emodb / config.json
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{
"_name_or_path": "facebook/hubert-xlarge-ll60k",
"activation_dropout": 0.0,
"add_adapter": false,
"apply_spec_augment": true,
"architectures": [
"Model"
],
"attention_dropout": 0.1,
"bos_token_id": 1,
"classifier_proj_size": 256,
"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,
"data": "emodb",
"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_proj_layer_norm": true,
"final_dropout": 0.1,
"finetuning_task": "emotion",
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout": 0.1,
"hidden_size": 1280,
"id2label": {
"0": "anger",
"1": "happiness",
"2": "neutral",
"3": "sadness"
},
"initializer_range": 0.02,
"intermediate_size": 5120,
"is_classifier": true,
"label2id": {
"anger": 0,
"happiness": 1,
"neutral": 2,
"sadness": 3
},
"layer_norm_eps": 1e-05,
"layerdrop": 0.1,
"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_min_masks": 0,
"mask_feature_prob": 0.0,
"mask_time_length": 10,
"mask_time_min_masks": 2,
"mask_time_min_space": 1,
"mask_time_other": 0.0,
"mask_time_prob": 0.075,
"mask_time_selection": "static",
"model_type": "hubert",
"num_attention_heads": 16,
"num_conv_pos_embedding_groups": 16,
"num_conv_pos_embeddings": 128,
"num_feat_extract_layers": 7,
"num_hidden_layers": 48,
"pad_token_id": 0,
"sampling_rate": 16000,
"tokenizer_class": "Wav2Vec2CTCTokenizer",
"torch_dtype": "float32",
"transformers_version": "4.32.0",
"use_weighted_layer_sum": false,
"vocab_size": 32
}