文章基本信息

标题：A Non-notewise Melody Editing Method for Supporting Musically Untrained People's Music Composition
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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