Why do you carry out transpose? Thank you!

[Albert-Ye]

if transpose: midi_pitches = [[n.pitch.midi for n in chorale.parts[voice_id].flat.notes] for voice_id in voice_ids] min_midi_pitches_current = np.array([min(l) for l in midi_pitches]) max_midi_pitches_current = np.array([max(l) for l in midi_pitches]) min_transposition = max(min_midi_pitches - min_midi_pitches_current) max_transposition = min(max_midi_pitches - max_midi_pitches_current) for semi_tone in range(min_transposition, max_transposition + 1): try: interval_type, interval_nature = interval.convertSemitoneToSpecifierGeneric(semi_tone) transposition_interval = interval.Interval(str(interval_nature) + interval_type) chorale_tranposed = chorale.transpose(transposition_interval)

[Ghadjeres]

For data augmentation, so that the model generalizes better