def compute_melodic_progression(self, pitch):
tic = timeit.default_timer()
self.vprint(u"- Computing the melodic progression model of {0:s}"
.format(pitch['source']))
if self._mel_prog_params['frame_dur'] is None:
# compute number of frames from some simple "rule of thumb"
duration = pitch['pitch'][-1][0]
frame_dur = duration / self._mel_prog_params['min_num_frames']
frame_dur = int(5 * round(float(frame_dur) / 5)) # round to 5sec
# force to be between 5 and max_frame_dur
if frame_dur < 5:
frame_dur = 5
elif frame_dur > self._mel_prog_params['max_frame_dur']:
frame_dur = self._mel_prog_params['max_frame_dur']
else:
frame_dur = self._mel_prog_params['frame_dur']
melodic_progression = self._melodic_progression_analyzer.analyze(
pitch['pitch'], frame_dur=frame_dur,
hop_ratio=self._mel_prog_params['hop_ratio'])
self.vprint_time(tic, timeit.default_timer())
return melodic_progression
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