from typing import NamedTuple import numpy class Wave(NamedTuple): wave: numpy.ndarray sampling_rate: int class AcousticFeature(NamedTuple): f0: numpy.ndarray spectrogram: numpy.ndarray aperiodicity: numpy.ndarray mfcc: numpy.ndarray