msrcc(sig, fs=16000, num_ceps=13, pre_emph=0, pre_emph_coeff=0.97, win_len=0.025, win_hop=0.01, win_type='hamming', nfilts=26, nfft=512, low_freq=None, high_freq=None, scale='constant', gamma=-0.14285714285714285, dct_type=2, use_energy=False, lifter=22, normalize=1)¶
Compute the Magnitude-based Spectral Root Cepstral Coefﬁcients (MSRCC) from an audio signal.
- sig (array) – a mono audio signal (Nx1) from which to compute features.
- fs (int) – the sampling frequency of the signal we are working with. Default is 16000.
- num_ceps (float) – number of cepstra to return. Default is 13.
- pre_emph (int) – apply pre-emphasis if 1. Default is 1.
- pre_emph_coeff (float) – apply pre-emphasis filter [1 -pre_emph] (0 = none). Default is 0.97.
- win_len (float) – window length in sec. Default is 0.025.
- win_hop (float) – step between successive windows in sec. Default is 0.01.
- win_type (float) – window type to apply for the windowing. Default is “hamming”.
- nfilts (int) – the number of filters in the filterbank. Default is 40.
- nfft (int) – number of FFT points. Default is 512.
- low_freq (int) – lowest band edge of mel filters (Hz). Default is 0.
- high_freq (int) – highest band edge of mel filters (Hz). Default is samplerate / 2 = 8000.
- scale (str) – choose if max bins amplitudes ascend, descend or are constant (=1). Default is “constant”.
- gamma (float) – power coefficient for resulting energies Default -1/7.
- dct_type (int) – type of DCT used - 1 or 2 (or 3 for HTK or 4 for feac). Default is 2.
- use_energy (int) – overwrite C0 with true log energy Default is 0.
- lifter (int) – apply liftering if value > 0. Default is 22.
- normalize (int) – apply normalization if 1. Default is 0.
2d array of MSRCC features (num_frames x num_ceps)