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

Noriko Otani, Katsutoshi Tadokoro, Satoshi Kurihara, Masayuki Numao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationPRICAI 2012
Subtitle of host publicationTrends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings
Pages400-410
Number of pages11
DOIs
Publication statusPublished - 2012 Oct 25
Externally publishedYes
Event12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012 - Kuching, Malaysia
Duration: 2012 Sep 32012 Sep 7

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume7458 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

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

Fingerprint

Adaptive User Interfaces
Harmony Search
Chord or secant line
Music
Progression
User interfaces
Search Algorithm
Experimental Results
Adaptability
Metaheuristics
Optimization Algorithm
Partial
Necessary
Series
Model

Keywords

  • CAUI
  • Harmony Search Algorithm
  • Music Composition
  • Personal Sensibility Model

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Otani, N., Tadokoro, K., Kurihara, S., & Numao, M. (2012). Generation of chord progression using harmony search algorithm for a constructive adaptive user interface. In PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings (pp. 400-410). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7458 LNAI). https://doi.org/10.1007/978-3-642-32695-0_36

Generation of chord progression using harmony search algorithm for a constructive adaptive user interface. / Otani, Noriko; Tadokoro, Katsutoshi; Kurihara, Satoshi; Numao, Masayuki.

PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. 2012. p. 400-410 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7458 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Otani, N, Tadokoro, K, Kurihara, S & Numao, M 2012, Generation of chord progression using harmony search algorithm for a constructive adaptive user interface. in PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7458 LNAI, pp. 400-410, 12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012, Kuching, Malaysia, 12/9/3. https://doi.org/10.1007/978-3-642-32695-0_36
Otani N, Tadokoro K, Kurihara S, Numao M. Generation of chord progression using harmony search algorithm for a constructive adaptive user interface. In PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. 2012. p. 400-410. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-32695-0_36
Otani, Noriko ; Tadokoro, Katsutoshi ; Kurihara, Satoshi ; Numao, Masayuki. / Generation of chord progression using harmony search algorithm for a constructive adaptive user interface. PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. 2012. pp. 400-410 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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