import numpy as np
import scipy.io.wavfile
from scikits.talkbox.features import mfcc
sample_rate, X = scipy.io.wavfile.read('path/to/audio_file')
ceps, mspec, spec = mfcc(X)
np.save('cache_file_name', ceps)
MFCC feature descriptors for audio classification using librosa