source: python/tests/test_filterbank.py @ 2a14820

#! /usr/bin/env python

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() )

if __name__ == '__main__':
    from nose2 import main
    main()