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  • 标题:A Non-notewise Melody Editing Method for Supporting Musically Untrained People's Music Composition
  • 本地全文:下载
  • 作者:Tetsuro Kitahara ; Yuichi Tsuchiya
  • 期刊名称:Journal of Creative Music Systems
  • 电子版ISSN:2399-7656
  • 出版年度:2019
  • 卷号:3
  • 期号:1
  • 页码:1-25
  • DOI:10.5920/jcms.624
  • 出版社:University of Huddersfield Press
  • 摘要:There have been many systems developed that automatically create a melody. However, when the created melody is not satisfactory, it is difficult for musically untrained people to edit it manually on a conventional MIDI sequencer. Therefore, we propose a melody editing method based on a melodic outline, which represents the overall shape of a melody. Given a melody, its melodic outline is obtained by applying the Fourier transform to the melody’s pitch trajectory and extracting low-order Fourier coefficients. After the outline is redrawn, it is transformed into a note sequence by the inverse procedure of the extraction and a hidden Markov model. Experimental results showed that (1) for novice participants, our system was easier than the conventional pianoroll interface; (2) generated melodies were satisfactory for both novice and intermediate participants; and (3) novice participants’ ideas about what melody they want became clearer as they experienced melody editing every day.
  • 关键词:Melody editing; computer-aided music composition; melodic outline; Fourier transform; hidden Markov model
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