ref: a24a84ef787217ef02c81c99363f1c6aadb3f34b
dir: /python/tests/test_filterbank.py/
#! /usr/bin/env python
from unittest import main
from numpy.testing import TestCase
from numpy.testing import assert_equal, assert_almost_equal
import numpy as np
from aubio import cvec, filterbank, float_type
from .utils import array_from_text_file
class aubio_filterbank_test_case(TestCase):
def test_members(self):
f = filterbank(40, 512)
assert_equal ([f.n_filters, f.win_s], [40, 512])
def test_set_coeffs(self):
f = filterbank(40, 512)
r = np.random.random([40, int(512 / 2) + 1]).astype(float_type)
f.set_coeffs(r)
assert_equal (r, f.get_coeffs())
def test_phase(self):
f = filterbank(40, 512)
c = cvec(512)
c.phas[:] = np.pi
assert_equal( f(c), 0);
def test_norm(self):
f = filterbank(40, 512)
c = cvec(512)
c.norm[:] = 1
assert_equal( f(c), 0);
def test_random_norm(self):
f = filterbank(40, 512)
c = cvec(512)
c.norm[:] = np.random.random((int(512 / 2) + 1,)).astype(float_type)
assert_equal( f(c), 0)
def test_random_coeffs(self):
win_s = 128
f = filterbank(40, win_s)
c = cvec(win_s)
r = np.random.random([40, int(win_s / 2) + 1]).astype(float_type)
r /= r.sum()
f.set_coeffs(r)
c.norm[:] = np.random.random((int(win_s / 2) + 1,)).astype(float_type)
assert_equal ( f(c) < 1., True )
assert_equal ( f(c) > 0., True )
def test_mfcc_coeffs(self):
f = filterbank(40, 512)
c = cvec(512)
f.set_mel_coeffs_slaney(44100)
c.norm[:] = np.random.random((int(512 / 2) + 1,)).astype(float_type)
assert_equal ( f(c) < 1., True )
assert_equal ( f(c) > 0., True )
def test_mfcc_coeffs_16000(self):
expected = array_from_text_file('filterbank_mfcc_16000_512.expected')
f = filterbank(40, 512)
f.set_mel_coeffs_slaney(16000)
assert_almost_equal ( expected, f.get_coeffs() )
class aubio_filterbank_wrong_values(TestCase):
def test_negative_window(self):
self.assertRaises(ValueError, filterbank, 40, -20)
def test_negative_filters(self):
self.assertRaises(ValueError, filterbank, -40, 1024)
def test_filterbank_long_cvec(self):
f = filterbank(40, 512)
with self.assertRaises(ValueError):
f(cvec(1024))
def test_filterbank_short_cvec(self):
f = filterbank(40, 512)
with self.assertRaises(ValueError):
f(cvec(256))
if __name__ == '__main__':
main()