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Rajaram1996
/
Hubert_emotion

Audio Classification
Transformers
PyTorch
hubert
speech
audio
HUBert
Inference Endpoints
Model card Files Community
5
Hubert_emotion
File size: 2,317 Bytes 
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{
  "_name_or_path": "facebook/hubert-base-ls960",
  "activation_dropout": 0.1,
  "apply_spec_augment": true,
  "architectures": [
    "HubertForSpeechClassification"
  ],
  "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,
  "finetuning_task": "wav2vec2_clf",
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "female_angry",
    "1": "female_disgust",
    "2": "female_fear",
    "3": "female_happy",
    "4": "female_neutral",
    "5": "female_sad",
    "6": "female_surprise",
    "7": "male_angry",
    "8": "male_disgust",
    "9": "male_fear",
    "10": "male_happy",
    "11": "male_neutral",
    "12": "male_sad",
    "13": "male_surprise"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "female_angry": 0,
    "female_disgust": 1,
    "female_fear": 2,
    "female_happy": 3,
    "female_neutral": 4,
    "female_sad": 5,
    "female_surprise": 6,
    "male_angry": 7,
    "male_disgust": 8,
    "male_fear": 9,
    "male_happy": 10,
    "male_neutral": 11,
    "male_sad": 12,
    "male_surprise": 13
  },
  "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,
  "pooling_mode": "mean",
  "problem_type": "single_label_classification",
  "tokenizer_class": "Wav2Vec2CTCTokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.12.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 32
}