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alkiskoudounas
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hubert-base-fsc-gold

Audio Classification
Transformers
Safetensors
English
hubert
intent-classification
slu
Model card Files Community
hubert-base-fsc-gold
File size: 3,695 Bytes 
3a76e4a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "facebook/hubert-base-ls960",
  "activation_dropout": 0.1,
  "apply_spec_augment": true,
  "architectures": [
    "HubertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "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,
  "do_stable_layer_norm": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_dropout": 0.0,
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.1,
  "feat_proj_layer_norm": true,
  "final_dropout": 0.1,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "change languagenonenone",
    "1": "activatemusicnone",
    "10": "deactivatelampnone",
    "11": "activatelightskitchen",
    "12": "activatelightsbedroom",
    "13": "activatelightswashroom",
    "14": "deactivatelightskitchen",
    "15": "deactivatelightsbedroom",
    "16": "deactivatelightswashroom",
    "17": "increaseheatkitchen",
    "18": "increaseheatbedroom",
    "19": "increaseheatwashroom",
    "2": "activatelightsnone",
    "20": "decreaseheatkitchen",
    "21": "decreaseheatbedroom",
    "22": "decreaseheatwashroom",
    "23": "bringnewspapernone",
    "24": "bringjuicenone",
    "25": "bringsocksnone",
    "26": "change languageChinesenone",
    "27": "change languageKoreannone",
    "28": "change languageEnglishnone",
    "29": "change languageGermannone",
    "3": "deactivatelightsnone",
    "30": "bringshoesnone",
    "4": "increasevolumenone",
    "5": "decreasevolumenone",
    "6": "increaseheatnone",
    "7": "decreaseheatnone",
    "8": "deactivatemusicnone",
    "9": "activatelampnone"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "activatelampnone": "9",
    "activatelightsbedroom": "12",
    "activatelightskitchen": "11",
    "activatelightsnone": "2",
    "activatelightswashroom": "13",
    "activatemusicnone": "1",
    "bringjuicenone": "24",
    "bringnewspapernone": "23",
    "bringshoesnone": "30",
    "bringsocksnone": "25",
    "change languageChinesenone": "26",
    "change languageEnglishnone": "28",
    "change languageGermannone": "29",
    "change languageKoreannone": "27",
    "change languagenonenone": "0",
    "deactivatelampnone": "10",
    "deactivatelightsbedroom": "15",
    "deactivatelightskitchen": "14",
    "deactivatelightsnone": "3",
    "deactivatelightswashroom": "16",
    "deactivatemusicnone": "8",
    "decreaseheatbedroom": "21",
    "decreaseheatkitchen": "20",
    "decreaseheatnone": "7",
    "decreaseheatwashroom": "22",
    "decreasevolumenone": "5",
    "increaseheatbedroom": "18",
    "increaseheatkitchen": "17",
    "increaseheatnone": "6",
    "increaseheatwashroom": "19",
    "increasevolumenone": "4"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.1,
  "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_prob": 0.05,
  "model_type": "hubert",
  "num_attention_heads": 12,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "tokenizer_class": "Wav2Vec2CTCTokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.47.0",
  "use_weighted_layer_sum": false,
  "vocab_size": 32
}