import scipy.signal as sps def preemphasis(x, preemph=0.97): ''' Perform high pass filtering on input signal :param x: signal to filter :param preemph: pre-emphasis factor :return: high pass filtered signal ''' return sps.lfilter([1, -preemph], [1], x)