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hubert-base-superb-ic

Audio Classification
Transformers
PyTorch
English
hubert
speech
Inference Endpoints
Model card Files Community
1
hubert-base-superb-ic
File size: 2,496 Bytes 
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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,
  "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 language",
    "1": "activate",
    "2": "deactivate",
    "3": "increase",
    "4": "decrease",
    "5": "bring",
    "6": "none_object",
    "7": "music",
    "8": "lights",
    "9": "volume",
    "10": "heat",
    "11": "lamp",
    "12": "newspaper",
    "13": "juice",
    "14": "socks",
    "15": "Chinese",
    "16": "Korean",
    "17": "English",
    "18": "German",
    "19": "shoes",
    "20": "none_location",
    "21": "kitchen",
    "22": "bedroom",
    "23": "washroom"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Chinese": 15,
    "English": 17,
    "German": 18,
    "Korean": 16,
    "activate": 1,
    "bedroom": 22,
    "bring": 5,
    "change language": 0,
    "deactivate": 2,
    "decrease": 4,
    "heat": 10,
    "increase": 3,
    "juice": 13,
    "kitchen": 21,
    "lamp": 11,
    "lights": 8,
    "music": 7,
    "newspaper": 12,
    "none_location": 20,
    "none_object": 6,
    "shoes": 19,
    "socks": 14,
    "volume": 9,
    "washroom": 23
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.1,
  "mask_feature_length": 10,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "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,
  "problem_type": "single_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.10.0.dev0",
  "use_weighted_layer_sum": true,
  "vocab_size": 32
}