Spectral features#

chroma_stft

Compute a chromagram from a waveform or power spectrogram.

chroma_cqt

Constant-Q chromagram

chroma_cens

Compute the chroma variant "Chroma Energy Normalized" (CENS)

chroma_vqt

Variable-Q chromagram

tonnetz

Compute the tonal centroid features (tonnetz)

melspectrogram

Compute a mel-scaled spectrogram.

mfcc

Mel-frequency cepstral coefficients (MFCCs)

spectral_centroid

Compute the spectral centroid.

spectral_bandwidth

Compute p'th-order spectral bandwidth.

spectral_contrast

Compute spectral contrast

spectral_flatness

Compute spectral flatness

spectral_rolloff

Compute roll-off frequency.

poly_features

Get coefficients of fitting an nth-order polynomial to the columns of a spectrogram.

rms

Compute root-mean-square (RMS) value for each frame.

zero_crossing_rate

Compute the zero-crossing rate of an audio time series.