|
Wav2Vec2Config {
|
|
"_name_or_path": "DunnBC22/wav2vec2-base-Speech_Emotion_Recognition",
|
|
"activation_dropout": 0.0,
|
|
"adapter_attn_dim": null,
|
|
"adapter_kernel_size": 3,
|
|
"adapter_stride": 2,
|
|
"add_adapter": false,
|
|
"apply_spec_augment": true,
|
|
"architectures": [
|
|
"Wav2Vec2ForSequenceClassification"
|
|
],
|
|
"attention_dropout": 0.1,
|
|
"bos_token_id": 1,
|
|
"classifier_proj_size": 256,
|
|
"codevector_dim": 256,
|
|
"contrastive_logits_temperature": 0.1,
|
|
"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,
|
|
"diversity_loss_weight": 0.1,
|
|
"do_stable_layer_norm": false,
|
|
"eos_token_id": 2,
|
|
"feat_extract_activation": "gelu",
|
|
"feat_extract_norm": "group",
|
|
"feat_proj_dropout": 0.1,
|
|
"feat_quantizer_dropout": 0.0,
|
|
"final_dropout": 0.0,
|
|
"freeze_feat_extract_train": true,
|
|
"hidden_act": "gelu",
|
|
"hidden_dropout": 0.1,
|
|
"hidden_size": 768,
|
|
"id2label": {
|
|
"0": "SAD",
|
|
"1": "ANGRY",
|
|
"2": "DISGUST",
|
|
"3": "FEAR",
|
|
"4": "HAPPY",
|
|
"5": "NEUTRAL"
|
|
},
|
|
"initializer_range": 0.02,
|
|
"intermediate_size": 3072,
|
|
"label2id": {
|
|
"ANGRY": "1",
|
|
"DISGUST": "2",
|
|
"FEAR": "3",
|
|
"HAPPY": "4",
|
|
"NEUTRAL": "5",
|
|
"SAD": "0"
|
|
},
|
|
"layer_norm_eps": 1e-05,
|
|
"layerdrop": 0.0,
|
|
"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": 0.05,
|
|
"mask_time_selection": "static",
|
|
"model_type": "wav2vec2",
|
|
"no_mask_channel_overlap": false,
|
|
"no_mask_time_overlap": false,
|
|
"num_adapter_layers": 3,
|
|
"num_attention_heads": 12,
|
|
"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": 12,
|
|
"num_negatives": 100,
|
|
"output_hidden_size": 768,
|
|
"pad_token_id": 0,
|
|
"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": "4.41.1",
|
|
"use_weighted_layer_sum": false,
|
|
"vocab_size": 32,
|
|
"xvector_output_dim": 512
|
|
}
|
|
|