"""Compute pyin output for all monophonic stems in multitracks without bleed. """ from __future__ import print_function import medleydb from medleydb import download from medleydb import TRACK_LIST_V1 from medleydb import TRACK_LIST_V2 from medleydb import TRACK_LIST_EXTRA from medleydb import TRACK_LIST_BACH10 import shutil import sox import tempfile from medleydb.annotate.pyin_pitch import get_pyin_annotation import os def ensure_samplerate(audio_path): samplerate = sox.file_info.sample_rate(audio_path) if samplerate != 44100: tfm = sox.Transformer() tfm.rate(44100) _, pyin_audio = tempfile.mkstemp(suffix='.wav') tfm.build(audio_path, pyin_audio) os.remove(audio_path) shutil.move(pyin_audio, audio_path) def main(): full_list = ( TRACK_LIST_EXTRA + TRACK_LIST_V2 + TRACK_LIST_V1 + TRACK_LIST_BACH10 ) for track_id in full_list: print(track_id) try: mtrack = medleydb.MultiTrack(track_id) if mtrack.has_bleed: continue for stem in mtrack.stems.values(): if not isinstance(stem.f0_type, list): f0_type = [stem.f0_type] else: f0_type = stem.f0_type if 'm' in f0_type and not os.path.exists(stem.pitch_pyin_path): download.download_stem(mtrack, stem.stem_idx) get_pyin_annotation(mtrack, stem.stem_idx, raw_id=None) download.purge_downloaded_files() except: print("Something failed...") if __name__ == '__main__': main()