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sb-noise2vec

PyTorch
wav2vec2
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sb-noise2vec
File size: 3,485 Bytes 
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{
  "_name_or_path": "facebook/wav2vec2-base",
  "activation_dropout": 0.0,
  "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": 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,
  "finetuning_task": "wav2vec2_clf",
  "freeze_feat_extract_train": true,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "animal",
    "1": "bar-restaurant-nightclub",
    "2": "boda-boda-motocyle",
    "3": "car-alarm",
    "4": "car-or-truck",
    "5": "community-radio",
    "6": "construction-site",
    "7": "crowd-noise",
    "8": "fabrication-workshop",
    "9": "generator",
    "10": "hawker-vendor",
    "11": "herbalists",
    "12": "mobile-music",
    "13": "motorvehicle-horn",
    "14": "motorvehicle-siren",
    "15": "other",
    "16": "regilious-venue",
    "17": "school",
    "18": "street-preacher"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "animal": 0,
    "bar-restaurant-nightclub": 1,
    "boda-boda-motocyle": 2,
    "car-alarm": 3,
    "car-or-truck": 4,
    "community-radio": 5,
    "construction-site": 6,
    "crowd-noise": 7,
    "fabrication-workshop": 8,
    "generator": 9,
    "hawker-vendor": 10,
    "herbalists": 11,
    "mobile-music": 12,
    "motorvehicle-horn": 13,
    "motorvehicle-siren": 14,
    "other": 15,
    "regilious-venue": 16,
    "school": 17,
    "street-preacher": 18
  },
  "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,
  "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": "4.16.2",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}