def test_zeropad(self):
signal = audio.generate_tone(1, 1, 1e3)
buffered = audio.zeropad(signal, 10)
assert len(buffered) - len(signal) == 20
assert np.array_equal(buffered[:10], buffered[-10:])
assert np.array_equal(buffered[:10], np.zeros(10))
buffered = audio.zeropad(signal, 0)
assert len(buffered) == len(signal)
# Test multichannel signal
signal = audio.generate_tone(1, 1, 1e3)
mc_signal = np.column_stack([signal, signal])
mc_buffered = audio.zeropad(mc_signal, 10)
assert np.array_equal(mc_buffered[:10, 0], mc_buffered[-10:, 1])
# Test different start and end zeros
signal = audio.generate_tone(1, 1, 1e3)
mc_signal = np.column_stack([signal, signal])
mc_buffered = audio.zeropad(mc_signal, (10, 5))
assert np.all(mc_buffered[:10] == 0)
assert np.all(mc_buffered[-5:] == 0)
sig = audio.Signal(2, 1, 1)
sig[:] = 1
zpsig = audio.zeropad(sig, [2, 2])
assert zpsig.shape == (5, 2)
sig = audio.Signal((2, 3), 1, 1)
sig[:] = 1
zpsig = audio.zeropad(sig, [2, 2])
assert zpsig.shape == (5, 2, 3)
def test_get_time(self):
tone = audio.generate_tone(1, 1, 1e3)
time = audio.get_time(tone, 1e3)
#Test sampling rate
assert time[2] - time[1] == 1./1e3
#Test duration
assert time[-1] == 1 - 1./1e3
tone1 = audio.generate_tone(1, 1, 1e3)
tone2 = audio.generate_tone(1, 1, 1e3)
tone_two_channel = np.column_stack([tone1, tone2])
time = audio.get_time(tone, 1e3)
assert len(time) == len(tone_two_channel)
#Test sampling rate
assert time[2] - time[1] == 1./1e3
#Test duration
assert time[-1] == 1 - 1./1e3
# Test appearence of extra sample due to numerics
fs = 48e3
left = np.linspace(0, 1, 50976)
time = audio.get_time(left, fs)
assert len(left) == len(time)
def test_delay_signal(self):
signal = audio.generate_tone(1, 1, 1e3, start_phase = 0.5 * np.pi)
signal += audio.generate_tone(1, 2, 1e3, start_phase = 0.5 * np.pi)
delayed = audio.delay_signal(signal, 1.5e-3, 1e3)
phase1 = 1.5e-3 * 1 * 2 * np.pi - 0.5 * np.pi
phase2 = 1.5e-3 * 2 * 2 * np.pi - 0.5 * np.pi
shifted = audio.generate_tone(1, 1, 1e3, start_phase=-phase1)
shifted += audio.generate_tone(1, 2, 1e3, start_phase=-phase2)
error = np.abs(shifted[:] - delayed[:-2, 1])
assert np.max(error[10:-10]) <= 1e-3
# Check if a negative delay results in inverted channels
delayed_negative = audio.delay_signal(signal, -1.5e-3, 1e3)
assert np.array_equal(delayed[:, 0], delayed_negative[:, 1])
assert np.array_equal(delayed[:, 1], delayed_negative[:, 0])
# Test with noise and full sample shift
duration = 100e-3
fs = 48e3
noise = audio.generate_noise(duration, fs=fs)
noise *= audio.cosine_fade_window(noise, 20e-3, fs)
dt = 1. / fs
delayed = audio.delay_signal(noise, dt * 5, fs)
testing.assert_almost_equal(delayed[5:, 1], delayed[:-5, 0])
def test_addtone(self):
fs = 48000
duration = 100e-3
sig = Signal(1, duration, fs)
sig.add_tone(100)
sig.add_tone(200, start_phase=np.pi)
test = audio.generate_tone(duration, 100, fs)
test += audio.generate_tone(duration, 200, fs, np.pi)
testing.assert_equal(sig, test)
sig = Signal(1, duration, fs)
sig.add_tone(100, amplitude=2)
test = 2 * audio.generate_tone(duration, 100, fs)
testing.assert_equal(sig, test)
sig = Signal(2, duration, fs)
sig.add_tone(100, amplitude=2)
test = 2 * audio.generate_tone(duration, 100, fs)
testing.assert_equal(sig.ch[0], test)
testing.assert_equal(sig.ch[1], test)
sig = Signal((2, 2), duration, fs)
sig.add_tone(100, amplitude=2)
test = 2 * audio.generate_tone(duration, 100, fs)
testing.assert_equal(sig.ch[0, 0], test)
testing.assert_equal(sig.ch[1, 0], test)
testing.assert_equal(sig.ch[0, 1], test)
testing.assert_equal(sig.ch[1, 1], test)
def test_crest_factor(self):
# Test that c for sine is equal to sqrt(2)
signal = audio.generate_tone(100, 1, 100e3)
c = audio.crest_factor(signal)
testing.assert_almost_equal(c, 20*np.log10(np.sqrt(2)))
# test that c for half wave rect. sine is 2
signal = audio.generate_tone(100, 1, 100e3)
signal[signal < 0] = 0
c = audio.crest_factor(signal)
testing.assert_almost_equal(c, 20*np.log10(2))
def test_phaseshift(self):
fs = 48000
duration = 100e-3
sig = Signal(2, duration, fs)
sig.add_tone(100)
sig[:, 0].phase_shift(np.pi)
test1 = audio.generate_tone(duration, 100, fs, np.pi)
test2 = audio.generate_tone(duration, 100, fs)
test = np.column_stack([test1, test2])
testing.assert_almost_equal(sig, test)
def test_generate_tone(self):
# test frequency, sampling rate and duration
tone1 = audio.generate_tone(1, 1, 1e3)
tone2 = audio.generate_tone(0.5, 2, 2e3)
assert np.array_equal(tone1, tone2)
# test phaseshift
tone = audio.generate_tone(1, 1, 1e3, start_phase=np.pi / 2)
testing.assert_almost_equal(tone[0], 0)
tone = audio.generate_tone(1, 1, 1e3, start_phase=1 * np.pi)
testing.assert_almost_equal(tone[0], -1)
sig = audio.Signal((2, 3), 1, 48000).add_tone(50)
tone = audio.generate_tone(sig, 50)
testing.assert_array_equal(sig, tone)
def test_calc_dbfs(self):
signal = audio.generate_tone(1000, 1, 48000)
testing.assert_almost_equal(audio.calc_dbfs(signal), 0)
signal = np.concatenate([-np.ones(10), np.ones(10)])
signal = np.tile(signal, 100)
rms_rect = 20 * np.log10(np.sqrt(2))
testing.assert_almost_equal(audio.calc_dbfs(signal), rms_rect)
def test_cos_amp_modulator(self):
fs = 48000
sig = Signal(1, 1, fs).add_tone(100)
sig.add_cos_modulator(5, 1)
test = audio.generate_tone(1, 100, fs)
test *= audio.cos_amp_modulator(test, 5, fs)
testing.assert_array_equal(sig, test)
fs = 48000
sig = Signal(2, 1, fs).add_tone(100)
sig.add_cos_modulator(5, 1)
test = audio.generate_tone(1, 100, fs)
test *= audio.cos_amp_modulator(test, 5, fs)
testing.assert_array_equal(sig[:, 0], test)
testing.assert_array_equal(sig[:, 1], test)
def test_setdbspl(self):
fs = 48000
duration = 100e-3
sig = Signal(1, duration, fs)
sig.add_tone(100).set_dbspl(50)
test = audio.generate_tone(duration, 100, fs)
test = audio.set_dbspl(test, 50)
testing.assert_equal(sig, test)
def test_set_dbfs(self):
signal = audio.generate_tone(1000, 1, 48000)
signal = audio.set_dbfs(signal, -5)
testing.assert_almost_equal(audio.calc_dbfs(signal), -5)
# RMS value of a -5 db sine
m = (10**(-5 / 20)) / np.sqrt(2)
signal = np.concatenate([-np.ones(10), np.ones(10)])
signal = np.tile(signal, 100)
signal = audio.set_dbfs(signal, -5)
assert(signal.max() == m)
def test_cos_amp_modulator(self):
fs = 100e3
signal = audio.generate_tone(1, 100, fs)
mod = audio.cos_amp_modulator(signal, 5, fs)
test = audio.generate_tone(1, 5, fs)
testing.assert_array_almost_equal(mod, test + 1)
assert max(mod) == 2.0
mod = audio.cos_amp_modulator(signal, 5, fs, 0.5)
assert mod[0] == 1.5
mod = audio.cos_amp_modulator(signal, 5, fs, start_phase=np.pi)
test = audio.generate_tone(1, 5, fs, start_phase=np.pi)
testing.assert_array_almost_equal(mod, test + 1)
sig = audio.Signal(1, 1, 48000).add_tone(5) + 1
mod = audio.cos_amp_modulator(sig, 5, 1)
testing.assert_array_equal(sig, mod)
sig = audio.Signal((2, 3), 1, 48000).add_tone(5) + 1
mod = audio.cos_amp_modulator(sig, 5, 1)
def test_gammatonefos_apply(self):
# Check amplitude with on frequency tone
b, a = gt.design_gammatone(500, 75, 48000, attenuation_db=-3)
tone = audio.generate_tone(100e-3, 500, 48000)
out, states = gt.gammatonefos_apply(tone, b, a, 4)
assert (out.real[3000:].max() - 1) <= 5e-5
assert (out.real[3000:].min() + 1) <= 5e-5
# Check magnitude with tone at corner frequency
b, a = gt.design_gammatone(500, 75, 48000, attenuation_db=-3)
tone = audio.generate_tone(100e-3, 500 - 75 / 2, 48000)
out, states = gt.gammatonefos_apply(tone, b, a, 4)
# max should be - 3dB
assert (20 * np.log10(out.real[3000:].max()) + 3) < 0.5e-3
# Check magnitude with tone at corner frequency
b, a = gt.design_gammatone(500, 200, 48000, attenuation_db=-3)
tone = audio.generate_tone(100e-3, 500 - 200 / 2, 48000)
out, states = gt.gammatonefos_apply(tone, b, a, 4)
# max should be - 3dB
assert (20 * np.log10(out.real[3000:].max()) + 3) < 0.05
def test_fadewindow(self):
fs = 48000
duration = 100e-3
sig = Signal(1, duration, fs)
sig.add_tone(100).add_fade_window(rise_time=10e-3, type='gauss')
test = audio.generate_tone(duration, 100, fs)
test *= audio.gaussian_fade_window(test, 10e-3, fs)
testing.assert_equal(sig, test)
sig = Signal(1, duration, fs)
sig.add_tone(100).add_fade_window(rise_time=10e-3, type='cos')
test = audio.generate_tone(duration, 100, fs)
test *= audio.cosine_fade_window(test, 10e-3, fs)
testing.assert_equal(sig, test)
sig = Signal(1, duration, fs)
sig.add_tone(100).add_fade_window(rise_time=10e-3, type='cos')
test = audio.generate_tone(duration, 100, fs)
test *= audio.cosine_fade_window(test, 10e-3, fs)
testing.assert_equal(sig, test)
def test_extract_binaural_differences(self):
from scipy.signal import hilbert
# Check phase_difference
fs = 48000
signal1 = audio.generate_tone(1, 500, fs)
signal2 = audio.generate_tone(1, 500, fs, start_phase=0.5 * np.pi)
signal = np.column_stack([signal1, signal2])
ipd, ild = audio.extract_binaural_differences(signal)
assert len(ipd) == len(signal1)
assert np.all(np.isclose(ild, 0))
assert np.all(np.isclose(ipd, -np.pi * 0.5))
# check log level difference
signal1 = audio.set_dbspl(audio.generate_tone(1, 500, fs), 50)
signal2 = audio.set_dbspl(audio.generate_tone(1, 500, fs), 60)
signal = np.column_stack([signal1, signal2])
ipd, ild = audio.extract_binaural_differences(signal)
assert np.all(np.isclose(ild, -10))
# check amplitude difference
fs = 48000
signal1 = audio.generate_tone(1, 500, fs)
signal2 = audio.generate_tone(1, 500, fs) * 0.5
signal = np.column_stack([signal1, signal2])
ipd, ild = audio.extract_binaural_differences(signal,
log_ilds=False)
assert np.all(np.isclose(ild, 2))
assert np.all(np.isclose(ipd, 0))
def test_channel_indexing(self):
sig = Signal((2, 2), 1, 48000).add_noise()
testing.assert_equal(sig.ch[0, 0], sig[:, 0, 0])
testing.assert_equal(sig.ch[0], sig[:, 0])
sig = Signal(2, 1, 48000)
sig.ch[0] = 1
assert np.all(sig[:, 0] == 1)
sig.ch[1].add_tone(500)
tone_2 = audio.generate_tone(sig.duration, 500, sig.fs)
testing.assert_equal(sig.ch[1], tone_2)
#Indexing only one channel should still work
sig = Signal(1, 1, 40000).add_noise()
testing.assert_equal(sig.ch[0], sig)
sig.ch[0] = 1
testing.assert_equal(sig.ch[0], 1)
def test_cosine_fade_window(self):
window = audio.cosine_fade_window(np.zeros(1000), 100e-3, 1e3)
n_window = 100
#test symmentry
assert np.array_equal(window[:100], window[-100:][::-1])
#test starts with 0
assert window[0] == 0
window = audio.cosine_fade_window(np.zeros(1000), 100e-3, 1e3)
n_window = 100
#test if the window is a cosine curve of the right type
cos_curve = np.concatenate([window[:100], window[-101:]])
sin = (0.5 * audio.generate_tone(0.2 + 1. / 1e3, 5, 1e3,
start_phase=np.pi)) + 0.5
testing.assert_array_almost_equal(cos_curve, sin)
# Test that the last sample in the window is not equal to 1
nsamp = audio.nsamples(200e-3, 1e3)
window = audio.cosine_fade_window(np.zeros(nsamp + 1), 100e-3 , 1e3)
n_window = 100
assert window[int(nsamp / 2)] == 1
assert window[int(nsamp / 2 - 1)] != 1
assert window[int(nsamp / 2 + 1)] != 1
assert window[int(nsamp / 2 + 1)] == window[int(nsamp / 2 - 1)]
# Test multichannel window
window = audio.cosine_fade_window(np.zeros([1000, 2]), 100e-3, 1e3)
assert np.array_equal(window[:, 0], window[:, 1])
assert np.array_equal(window[:100, 0], window[-100:, 0][::-1])
sig = audio.Signal((2, 3), 1, 48000)
win = audio.cosine_fade_window(sig, 100e-3)
assert win.shape == sig.shape
testing.assert_array_equal (win[:, 1, 0], win[:, 0, 1])
def test_set_dbsl(self):
fs = 100e3
signal = audio.generate_tone(100, 1, fs)
signal = audio.set_dbspl(signal, 22)
assert audio.calc_dbspl(signal) == 22
assert audio.set_dbspl(1, 0) == 20e-6
def test_crest_factor(self):
signal = audio.generate_tone(100, 1, 100e3)
cfac = audio.crest_factor(signal)
testing.assert_almost_equal(cfac, np.sqrt(2))