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my_awesome_mind_model

Audio Classification
Transformers
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wav2vec2
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my_awesome_mind_model
File size: 3,573 Bytes 
4a7bcab
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "facebook/wav2vec2-base",
  "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": [
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    512,
    512
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  "conv_kernel": [
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  ],
  "conv_stride": [
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    2,
    2,
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    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": "_background_noise_",
    "1": "audio",
    "10": "go",
    "11": "happy",
    "12": "house",
    "13": "left",
    "14": "marvin",
    "15": "nine",
    "16": "no",
    "17": "off",
    "18": "on",
    "19": "one",
    "2": "bed",
    "20": "right",
    "21": "seven",
    "22": "sheila",
    "23": "six",
    "24": "stop",
    "25": "three",
    "26": "tree",
    "27": "two",
    "28": "up",
    "29": "wow",
    "3": "bird",
    "30": "yes",
    "31": "zero",
    "4": "cat",
    "5": "dog",
    "6": "down",
    "7": "eight",
    "8": "five",
    "9": "four"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "_background_noise_": "0",
    "audio": "1",
    "bed": "2",
    "bird": "3",
    "cat": "4",
    "dog": "5",
    "down": "6",
    "eight": "7",
    "five": "8",
    "four": "9",
    "go": "10",
    "happy": "11",
    "house": "12",
    "left": "13",
    "marvin": "14",
    "nine": "15",
    "no": "16",
    "off": "17",
    "on": "18",
    "one": "19",
    "right": "20",
    "seven": "21",
    "sheila": "22",
    "six": "23",
    "stop": "24",
    "three": "25",
    "tree": "26",
    "two": "27",
    "up": "28",
    "wow": "29",
    "yes": "30",
    "zero": "31"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
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  "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": [
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    3,
    1,
    1
  ],
  "tdnn_dim": [
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    512,
    512,
    1500
  ],
  "tdnn_kernel": [
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    1,
    1
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.35.2",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}