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{
"model_type": "audio-spectrogram-transformer",
"framework": "PyTorch + LightGBM",
"audio_processing_params": {
"sample_rate": 12000,
"duration": 3,
"padding_method": "reflect"
},
"features_params": {
"n_fft": 512,
"hop_length": 256,
"pad": 0,
"power": 2,
"pad_mode": "reflect",
"f_min": 70,
"f_max": 1525,
"fc_min": 0.05,
"fc_max": 0.8
},
"lgbm_params": {
"objective": "binary",
"metric": "binary_logloss",
"boosting_type": "gbdt",
"learning_rate": 0.1,
"num_leaves": 75,
"max_depth": -1,
"feature_fraction": 0.8,
"bagging_fraction": 0.8,
"bagging_freq": 5,
"verbosity": -1
}
} |