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HumTrans Dataset

  • Dataset Name: HumTrans
  • Dataset Type: Humming audio in .wav format and corresponding label MIDI file
  • Primary Use: Humming melody transcription and as a foundation for downstream tasks such as humming melody based music generation
  • Summary: 500 musical compositions of different genres and languages, 1000 music segments in total; sampled at a frequency of 44,100 Hz; approximately 56.22 hours of audio; 14,614 files in total.
  • File Description: all_wav.zip includes all the humming audios in .wav format, all_midi.zip includes all the corresponding label MIDIs in .mid format. Both of these two share the same naming convention, which is personID_musicID_segmentID_repetitionID or personID_musicID_segmentID_repetitionID_[U/D/DD/DDD]. For example, F01_0005_0001_1, or F04_0055_0001_2_DD.