/
utils.py
91 lines (75 loc) · 64.3 KB
/
utils.py
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'''
Copyright (c) Baptiste Caramiaux, Etienne Thoret
Please cite us if you use this script :)
All rights reserved
'''
import numpy as np
import math
import aifc
import matplotlib.pylab as plt
def raised_cosine(x, mu, s):
return 1 / 2 / s * (1 + np.cos((x - mu) / s * math.pi)) * s
def nextpow2(n):
counter = 1
while math.pow(2, counter) < n:
counter += 1
return counter
def angle(compl_values):
real_values = np.array([x.real for x in compl_values])
imag_values = np.array([x.imag for x in compl_values])
return np.arctan2(imag_values, real_values)
def sigmoid(x, fac):
'''
Compute sigmoidal function
'''
y = x
if fac > 0:
y = 1. / (1. + np.exp(-y / fac))
elif fac == 0:
y = (y > 0)
elif fac == -1:
y = np.max(y, 0)
elif fac == -3:
raise ValueError('not implemented')
return y
# Constants
COCHBA = np.asarray([
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[0, 0, -0.0006923636478397518-0.1169995889216596j, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
[0, 0, -0.0001364720282417103+0.2246143515635951j, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
])
def get_dissimalrity_matrix(folder_path = '../ext/data/'):
return np.loadtxt(folder_path + '/dissimilarity_matrix.txt')
def audio_data(filename):
if (filename.split('.')[-1] == 'aiff'):
aif = aifc.open(filename, 'r')
fs_wav = aif.getframerate()
wavtemp = aif.readframes(aif.getnframes())
wavtemp = np.fromstring(wavtemp, np.short).byteswap() / 32767.0
return wavtemp, fs_wav
if __name__=="__main__":
plt.plot(raised_cosine(np.arange(2205), 2205, 2205))
plt.show()