Generation of chord progression using harmony search algorithm for a constructive adaptive user interface

Noriko Otani, Katsutoshi Tadokoro, Satoshi Kurihara, Masayuki Numao

研究成果: Conference contribution

6 被引用数 (Scopus)

抄録

A series of studies have been conducted by us a Constructive Adaptive User Interface (CAUI). CAUI induces a personal sensibility model by using a listener's emotional impressions of music and composes music on the basis of that model. Though the experimental results show that it is possible to compose a musical piece that partially adapts to the listener's sensibility, the quality of the composed piece has not been considered thus far. In order to generate high-quality music, it is necessary to consider both the partial and the complete music structure. In this paper, we propose a method for generating chord progressions using a harmony search algorithm for CAUI. The harmony search algorithm is a music-based metaheuristic optimization algorithm that imitates the musical improvisational process. Our experimental results show that the proposed method can improve the degree of adaptability to personal sensibility.

本文言語English
ホスト出版物のタイトルPRICAI 2012
ホスト出版物のサブタイトルTrends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings
ページ400-410
ページ数11
DOI
出版ステータスPublished - 2012 10 25
外部発表はい
イベント12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012 - Kuching, Malaysia
継続期間: 2012 9 32012 9 7

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
7458 LNAI
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

Other

Other12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012
国/地域Malaysia
CityKuching
Period12/9/312/9/7

ASJC Scopus subject areas

  • 理論的コンピュータサイエンス
  • コンピュータ サイエンス(全般)

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