4 from numpy.testing import TestCase, assert_equal, assert_almost_equal
6 from aubio import fvec, cvec, filterbank, float_type
9 warnings.filterwarnings('ignore', category=UserWarning, append=True)
11 class aubio_filterbank_mel_test_case(TestCase):
13 def test_slaney(self):
14 f = filterbank(40, 512)
15 f.set_mel_coeffs_slaney(16000)
17 assert_equal(np.shape (a), (40, 512/2 + 1) )
19 def test_other_slaney(self):
20 f = filterbank(40, 512*2)
21 f.set_mel_coeffs_slaney(44100)
22 self.assertIsInstance(f.get_coeffs(), np.ndarray)
23 #print "sum is", sum(sum(a))
24 for win_s in [256, 512, 1024, 2048, 4096]:
25 f = filterbank(40, win_s)
26 f.set_mel_coeffs_slaney(32000)
27 #print "sum is", sum(sum(a))
28 self.assertIsInstance(f.get_coeffs(), np.ndarray)
30 def test_triangle_freqs_zeros(self):
31 f = filterbank(9, 1024)
32 freq_list = [40, 80, 200, 400, 800, 1600, 3200, 6400, 12800, 15000, 24000]
33 freqs = np.array(freq_list, dtype = float_type)
34 f.set_triangle_bands(freqs, 48000)
35 assert_equal ( f(cvec(1024)), 0)
36 self.assertIsInstance(f.get_coeffs(), np.ndarray)
38 def test_triangle_freqs_ones(self):
39 f = filterbank(9, 1024)
40 freq_list = [40, 80, 200, 400, 800, 1600, 3200, 6400, 12800, 15000, 24000]
41 freqs = np.array(freq_list, dtype = float_type)
42 f.set_triangle_bands(freqs, 48000)
43 self.assertIsInstance(f.get_coeffs(), np.ndarray)
46 assert_almost_equal ( f(spec),
47 [ 0.02070313, 0.02138672, 0.02127604, 0.02135417,
48 0.02133301, 0.02133301, 0.02133311, 0.02133334, 0.02133345])
50 def test_triangle_freqs_with_zeros(self):
51 """make sure set_triangle_bands works when list starts with 0"""
52 freq_list = [0, 40, 80]
53 freqs = np.array(freq_list, dtype = float_type)
54 f = filterbank(len(freqs)-2, 1024)
55 f.set_triangle_bands(freqs, 48000)
56 assert_equal ( f(cvec(1024)), 0)
57 self.assertIsInstance(f.get_coeffs(), np.ndarray)
59 def test_triangle_freqs_with_wrong_negative(self):
60 """make sure set_triangle_bands fails when list contains a negative"""
61 freq_list = [-10, 0, 80]
62 f = filterbank(len(freq_list)-2, 1024)
63 with self.assertRaises(ValueError):
64 f.set_triangle_bands(fvec(freq_list), 48000)
66 def test_triangle_freqs_with_wrong_ordering(self):
67 """make sure set_triangle_bands fails when list not ordered"""
68 freq_list = [0, 80, 40]
69 f = filterbank(len(freq_list)-2, 1024)
70 with self.assertRaises(ValueError):
71 f.set_triangle_bands(fvec(freq_list), 48000)
73 def test_triangle_freqs_with_large_freq(self):
74 """make sure set_triangle_bands warns when freq > nyquist"""
76 freq_list = [0, samplerate//4, samplerate // 2 + 1]
77 f = filterbank(len(freq_list)-2, 1024)
78 # TODO add assert_warns
79 f.set_triangle_bands(fvec(freq_list), samplerate)
81 def test_triangle_freqs_with_not_enough_filters(self):
82 """make sure set_triangle_bands warns when not enough filters"""
84 freq_list = [0, 100, 1000, 4000, 8000, 10000]
85 f = filterbank(len(freq_list)-3, 1024)
86 # TODO add assert_warns
87 f.set_triangle_bands(fvec(freq_list), samplerate)
89 def test_triangle_freqs_with_too_many_filters(self):
90 """make sure set_triangle_bands warns when too many filters"""
92 freq_list = [0, 100, 1000, 4000, 8000, 10000]
93 f = filterbank(len(freq_list)-1, 1024)
94 # TODO add assert_warns
95 f.set_triangle_bands(fvec(freq_list), samplerate)
97 def test_triangle_freqs_with_double_value(self):
98 """make sure set_triangle_bands works with 2 duplicate freqs"""
100 freq_list = [0, 100, 1000, 4000, 4000, 4000, 10000]
101 f = filterbank(len(freq_list)-2, 1024)
102 # TODO add assert_warns
103 f.set_triangle_bands(fvec(freq_list), samplerate)
105 def test_triangle_freqs_with_triple(self):
106 """make sure set_triangle_bands works with 3 duplicate freqs"""
108 freq_list = [0, 100, 1000, 4000, 4000, 4000, 10000]
109 f = filterbank(len(freq_list)-2, 1024)
110 # TODO add assert_warns
111 f.set_triangle_bands(fvec(freq_list), samplerate)
113 def test_triangle_freqs_without_norm(self):
114 """make sure set_triangle_bands works without """
116 freq_list = fvec([0, 100, 1000, 10000])
117 f = filterbank(len(freq_list) - 2, 1024)
119 f.set_triangle_bands(freq_list, samplerate)
120 expected = f.get_coeffs()
122 f.set_triangle_bands(fvec(freq_list), samplerate)
123 assert_almost_equal(f.get_coeffs().T,
124 expected.T * 2. / (freq_list[2:] - freq_list[:-2]))
126 def test_triangle_freqs_wrong_norm(self):
127 f = filterbank(10, 1024)
128 with self.assertRaises(ValueError):
131 def test_triangle_freqs_with_power(self):
132 f = filterbank(9, 1024)
133 freqs = fvec([40, 80, 200, 400, 800, 1600, 3200, 6400, 12800, 15000,
136 f.set_triangle_bands(freqs, 48000)
139 expected = fvec([0.02070313, 0.02138672, 0.02127604, 0.02135417,
140 0.02133301, 0.02133301, 0.02133311, 0.02133334, 0.02133345])
142 assert_almost_equal(f(spec), expected)
144 def test_mel_coeffs(self):
145 f = filterbank(40, 1024)
146 f.set_mel_coeffs(44100, 0, 44100 / 2)
148 def test_zero_fmax(self):
149 f = filterbank(40, 1024)
150 f.set_mel_coeffs(44100, 0, 0)
152 def test_wrong_mel_coeffs(self):
153 f = filterbank(40, 1024)
154 with self.assertRaises(ValueError):
155 f.set_mel_coeffs_slaney(0)
156 with self.assertRaises(ValueError):
157 f.set_mel_coeffs(44100, 0, -44100 / 2)
158 with self.assertRaises(ValueError):
159 f.set_mel_coeffs(44100, -0.1, 44100 / 2)
160 with self.assertRaises(ValueError):
161 f.set_mel_coeffs(-44100, 0.1, 44100 / 2)
162 with self.assertRaises(ValueError):
163 f.set_mel_coeffs_htk(-1, 0, 0)
165 def test_mel_coeffs_htk(self):
166 f = filterbank(40, 1024)
167 f.set_mel_coeffs_htk(44100, 0, 44100 / 2)
170 if __name__ == '__main__':