FastAligner / preprocessor_config.json
RandomThingsIDo's picture
Record exact FastAligner log-Mel preprocessing
60a80d8 verified
Raw
History Blame Contribute Delete
741 Bytes
{
"feature_type": "log_mel_spectrogram",
"sampling_rate": 16000,
"mono": true,
"n_mels": 80,
"n_fft": 400,
"win_length": 400,
"hop_length": 160,
"center": false,
"f_min": 20.0,
"f_max": 7600.0,
"normalization": {
"type": "per_utterance_per_frequency",
"epsilon": 1e-05,
"formula": "(mel - mean) / (std + 1e-5)",
"std_correction": 1
},
"important_note": "For chunked inference, compute the complete utterance log-Mel spectrogram and normalize it before slicing it into inference chunks.",
"power": 2.0,
"window_fn": "hann",
"normalized_stft": false,
"mel_filterbank": {
"norm": null,
"mel_scale": "htk"
},
"log_transform": {
"type": "natural_log",
"clamp_min": 1e-05
}
}