Table 9.
Parameters for noise reduction.
| Parameter | Description |
|---|---|
| n_fft | Length of the windowed signal after padding with zeros, by default 1024. |
| win_length | Each frame of audio is windowed by “window“ of length “win_length“ and then padded with zeros to match “n_fft“, by default None. |
| hop_length | Number of audio samples between adjacent STFT columns, by default None. |
| n_std_thresh | Number of standard deviations above mean to place the threshold between signal and noise, by default 1.5. |
| noise_window_size_nonstationary_ms | The window size (in milliseconds) to compute the noise floor over in the non-stationary algorithm, by default 1. |
| freq_mask_smooth_hz | The frequency range to smooth the mask over in Hz, by default 500. |
| time_mask_smooth_ms | The time range to smooth the mask over in milliseconds, by default 50. |
| prop_decrease | The proportion to reduce the noise by (1.0 = 100%), by default 1.0. |