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whisper-tiny-accuracy

Audio Classification
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whisper-tiny-accuracy
File size: 3,500 Bytes 
3c96321
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "/kaggle/input/audio-work-accuracy/audio_sent_acc/checkpoint-2376",
  "activation_dropout": 0.0,
  "activation_function": "gelu",
  "apply_spec_augment": false,
  "architectures": [
    "WhisperForAudioClassification"
  ],
  "attention_dropout": 0.0,
  "begin_suppress_tokens": [
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  "bos_token_id": 50257,
  "classifier_proj_size": 100,
  "d_model": 384,
  "decoder_attention_heads": 6,
  "decoder_ffn_dim": 1536,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 4,
  "decoder_start_token_id": 50258,
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  "id2label": {
    "0": "Score: 0-4, Poor, clumsy and rigid pronunciation of the sentence as a whole, with serious pronunciation mistakes",
    "1": "Score: 5-6, The overall pronunciation of the sentence is understandable, with many pronunciation mistakes and accent, but it does not affect the understanding of basic meanings",
    "2": "Score: 7-8, The overall pronunciation of the sentence is good, with a few pronunciation mistakes",
    "3": "Score: 9-10, The overall pronunciation of the sentence is excellent, with accurate phonology and no obvious pronunciation mistakes"
  },
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "label2id": {
    "Score: 0-4, Poor, clumsy and rigid pronunciation of the sentence as a whole, with serious pronunciation mistakes": 0,
    "Score: 5-6, The overall pronunciation of the sentence is understandable, with many pronunciation mistakes and accent, but it does not affect the understanding of basic meanings": 1,
    "Score: 7-8, The overall pronunciation of the sentence is good, with a few pronunciation mistakes": 2,
    "Score: 9-10, The overall pronunciation of the sentence is excellent, with accurate phonology and no obvious pronunciation mistakes": 3
  },
  "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,
  "max_length": 448,
  "max_source_positions": 500,
  "max_target_positions": 448,
  "median_filter_width": 7,
  "model_type": "whisper",
  "num_hidden_layers": 4,
  "num_mel_bins": 80,
  "pad_token_id": 50257,
  "return_dict": false,
  "scale_embedding": false,
  "suppress_tokens": [
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  "torch_dtype": "float32",
  "transformers_version": "4.36.0",
  "use_cache": true,
  "use_weighted_layer_sum": true,
  "vocab_size": 51865
}