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nguyenvulebinh
/
AVSRCocktail

Automatic Speech Recognition
Transformers
Safetensors
PyTorch
English
avhubert_avsr
audio-visual-speech-recognition
multimodal
speech-recognition
lip-reading
cocktail-party
noise-robust
av-hubert
transformer
audio
video
english
lrs2
voxceleb2
ctc
attention
beam-search
multi-speaker
noisy-speech
Model card Files
xet
Community
AVSRCocktail
File size: 4,440 Bytes 
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  "aheads": 12,
  "apply_spec_augment": true,
  "architectures": [
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  ],
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  "audio_dropout": 0.5,
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  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "cnn_module_kernel": 31,
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  "conv_kernel": [
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  "conv_kernel_sizes": [
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  "conv_stride": [
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  ],
  "ctc_loss_reduction": "sum",
  "ctc_type": "builtin",
  "ctc_zero_infinity": false,
  "d_model": 1024,
  "ddim": 1024,
  "decoder_attention_heads": 8,
  "decoder_ffn_dim": 4096,
  "decoder_layerdrop": 0.0,
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  "dheads": 16,
  "diversity_loss_weight": 0.1,
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  "eos_token_id": 2,
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  "intermediate_size": 4096,
  "is_encoder_decoder": true,
  "label_rate": 25,
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "logit_temp": 0.1,
  "lsm_weight": 0.1,
  "macaron_style": true,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
  "mask_channel_other": 0.0,
  "mask_channel_prob": 0.0,
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  "mask_length_audio": 10,
  "mask_length_image": 5,
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  "mask_prob_audio": 0.8,
  "mask_prob_image": 0.3,
  "mask_selection": "static",
  "mask_time_length": 10,
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  "mask_time_selection": "static",
  "masking_type": "input",
  "max_source_positions": 6000,
  "max_target_positions": 2048,
  "modality": "av",
  "modality_dropout": 0.5,
  "modality_fuse": "concat",
  "model_type": "avhubert_avsr",
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  "no_mask_channel_overlap": false,
  "no_mask_overlap": false,
  "no_mask_time_overlap": false,
  "num_adapter_layers": 3,
  "num_attention_heads": 16,
  "num_classes": 2004,
  "num_codevector_groups": 2,
  "num_codevectors_per_group": 320,
  "num_conv_layers": 2,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_dictionaries": 1,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 24,
  "num_negatives": 100,
  "odim": 5049,
  "output_hidden_size": 1024,
  "pad_token_id": 1,
  "proj_codevector_dim": 256,
  "rel_pos_type": "latest",
  "relu_type": "swish",
  "resnet_relu_type": "prelu",
  "resnet_weights": null,
  "sample_rate": 25,
  "scale_embedding": null,
  "selection_type": "same_seq",
  "sim_type": "cosine",
  "skip_masked": false,
  "skip_nomask": false,
  "sub_encoder_layers": 0,
  "target_glu": false,
  "tdnn_dilation": [
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  ],
  "tdnn_dim": [
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  "tdnn_kernel": [
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  "torch_dtype": "float32",
  "transformer_attn_dropout_rate": 0.1,
  "transformer_encoder_attn_layer_type": "rel_mha",
  "transformer_input_layer": "conv3d",
  "transformer_length_normalized_loss": false,
  "transformers_version": "4.52.4",
  "untie_final_proj": true,
  "use_cache": true,
  "use_cnn_module": true,
  "use_weighted_layer_sum": false,
  "vocab_size": 1000,
  "xvector_output_dim": 512,
  "zero_triu": false
}