Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System
Symbiotic Evolution to Generate Chord Progression Consisting of Four Parts for a Music Composition System
复制标题
共生进化为音乐作曲系统生成由四个部分组成的和弦进行
DOI：
10.1007/978-3-319-13560-1_69
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发表时间：
2014
期刊：
影响因子：
--
通讯作者：
Masayuki Numao
中科院分区：
文献类型：
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作者：
Noriko Otani;Shoko Shirakawa;Masayuki Numao
已经提出了创作适应个人情感的音乐的自动系统。这些系统通过使用听者对音乐的情感印象来归纳个人情感模型，并使用进化计算算法基于该模型来创作音乐。本研究的目的是创作由引言、发展、转折和结语四部分组成的音乐。我们提出了一种基于共生进化算法的和弦级数生成方法，该算法的特点是部分解和整体解的并行进化。实验结果表明，该方法能有效地合成具有目标结构的音乐作品。
Automatic systems that compose music adapted to personal sensibility have been proposed. These systems induce a personal sensibility model by using a listener’s emotional impressions of music and compose music based on the model using evolutionary computation algorithms. The objective of this study was to compose music consisting of four parts: introduction, development, turn, and conclusion. We propose a method for generating chord progressions based on a symbiotic evolution algorithm that is characterized by parallel evolutions of both partial and whole solutions. Our experimental results show that the proposed method effectively composes musical pieces having the target structure.