Commit
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7a8f73b
1
Parent(s):
d51ba2e
Upload fine-tuned AST model
Browse files- config.json +41 -0
- model.safetensors +3 -0
- preprocessor_config.json +13 -0
config.json
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{
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"_name_or_path": "MIT/ast-finetuned-audioset-10-10-0.4593",
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"architectures": [
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"ASTForAudioClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"frequency_stride": 10,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "ANG",
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"1": "DIS",
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"2": "FEA",
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"3": "HAP",
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"4": "NEU",
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"5": "SAD"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"ANG": 0,
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"DIS": 1,
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"FEA": 2,
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"HAP": 3,
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"NEU": 4,
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"SAD": 5
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},
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"layer_norm_eps": 1e-12,
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"max_length": 1024,
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"model_type": "audio-spectrogram-transformer",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_mel_bins": 128,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"time_stride": 10,
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"torch_dtype": "float32",
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"transformers_version": "4.46.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:66d5ed54d320c0a46f23d97e6db8d7cff693baca7f831b8bb70e8f43d305befe
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size 344802344
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "ASTFeatureExtractor",
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"feature_size": 1,
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"max_length": 1024,
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"mean": -4.2677393,
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"num_mel_bins": 128,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000,
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"std": 4.5689974
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}
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