TY - GEN
T1 - Generation of chord progression using harmony search algorithm for a constructive adaptive user interface
AU - Otani, Noriko
AU - Tadokoro, Katsutoshi
AU - Kurihara, Satoshi
AU - Numao, Masayuki
PY - 2012/10/25
Y1 - 2012/10/25
N2 - 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.
AB - 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.
KW - CAUI
KW - Harmony Search Algorithm
KW - Music Composition
KW - Personal Sensibility Model
UR - http://www.scopus.com/inward/record.url?scp=84867674542&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867674542&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-32695-0_36
DO - 10.1007/978-3-642-32695-0_36
M3 - Conference contribution
AN - SCOPUS:84867674542
SN - 9783642326943
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 400
EP - 410
BT - PRICAI 2012
T2 - 12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012
Y2 - 3 September 2012 through 7 September 2012
ER -