diff options
Diffstat (limited to 'tests/test_partial_tracking.py')
-rw-r--r-- | tests/test_partial_tracking.py | 108 |
1 files changed, 108 insertions, 0 deletions
diff --git a/tests/test_partial_tracking.py b/tests/test_partial_tracking.py new file mode 100644 index 0000000..32f2653 --- /dev/null +++ b/tests/test_partial_tracking.py @@ -0,0 +1,108 @@ +import os +import json +from nose.tools import assert_almost_equals +import simpl +import simpl.peak_detection as peak_detection +import simpl.partial_tracking as partial_tracking + +PeakDetection = peak_detection.PeakDetection +SMSPeakDetection = peak_detection.SMSPeakDetection +PartialTracking = partial_tracking.PartialTracking +SMSPartialTracking = partial_tracking.SMSPartialTracking + +float_precision = 2 +frame_size = 512 +hop_size = 512 +max_peaks = 10 +max_partials = 10 +num_frames = 30 +num_samples = num_frames * hop_size +audio_path = os.path.join( + os.path.dirname(__file__), 'audio/flute.wav' +) +libsms_test_data_path = os.path.join( + os.path.dirname(__file__), 'libsms_test_data.json' +) + + +def _load_libsms_test_data(): + test_data = None + with open(libsms_test_data_path, 'r') as f: + test_data = json.loads(f.read()) + return test_data + + +class TestPartialTracking(object): + @classmethod + def setup_class(cls): + cls.audio = simpl.read_wav(audio_path)[0] + cls.audio = cls.audio[0:num_samples] + + def test_basic(self): + pd = PeakDetection() + pd.hop_size = hop_size + frames = pd.find_peaks(self.audio) + + pt = PartialTracking() + frames = pt.find_partials(frames) + + print 'frames: %d (expected: %d)' %\ + (len(frames), len(self.audio) / hop_size) + assert len(frames) == len(self.audio) / hop_size + + assert len(frames[0].partials) == 0 + assert frames[0].max_partials == 100 + + +class TestSMSPartialTracking(object): + @classmethod + def setup_class(cls): + cls.audio = simpl.read_wav(audio_path)[0] + cls.audio = cls.audio[0:num_samples] + cls.test_data = _load_libsms_test_data() + + def test_basic(self): + pd = SMSPeakDetection() + pd.hop_size = hop_size + pd.max_peaks = max_peaks + pd.static_frame_size = True + frames = pd.find_peaks(self.audio) + + pt = SMSPartialTracking() + pt.max_partials = max_partials + frames = pt.find_partials(frames) + + print 'frames: %d (expected: %d)' %\ + (len(frames), len(self.audio) / hop_size) + assert len(frames) == len(self.audio) / hop_size + + assert frames[0].num_partials == max_partials + assert frames[0].max_partials == max_partials + + def test_partial_tracking(self): + pd = SMSPeakDetection() + pd.max_peaks = max_peaks + pd.hop_size = hop_size + peaks = pd.find_peaks(self.audio) + pt = SMSPartialTracking() + pt.max_partials = max_partials + frames = pt.find_partials(peaks) + + sms_frames = self.test_data['partial_tracking'] + sms_frames = sms_frames[0:len(sms_frames) - 3] + + assert len(sms_frames) == len(frames) + + for i in range(len(frames)): + assert len(frames[i].partials) == len(sms_frames[i]['partials']) + + for p in range(len(frames[i].partials)): + assert_almost_equals(frames[i].partials[p].amplitude, + sms_frames[i]['partials'][p]['amplitude'], + float_precision) + assert_almost_equals(frames[i].partials[p].frequency, + sms_frames[i]['partials'][p]['frequency'], + float_precision) + assert_almost_equals(frames[i].partials[p].phase, + sms_frames[i]['partials'][p]['phase'], + float_precision) |