DocumentCode
2276440
Title
Music composition system based on subjective evaluation
Author
Unehara, Muneyuki ; Onisawa, Takehisa
Author_Institution
Inst. of Eng. Mech. & Syst., Tsukuba Univ., Ibaraki, Japan
Volume
1
fYear
2003
fDate
5-8 Oct. 2003
Firstpage
980
Abstract
This paper aims at the construction of the interactive music composition system which generates 16-bars music reflecting users feeling and subjectivity for music. The interactive Genetic Algorithm is introduced to this system. This paper tries to reduce users load in the evaluation of musical works. To this end, this paper uses fitness evaluations based on music theory by which presented music works are chosen. Furthermore, visual interface is designed by which users can follow the presented musical works. From the experimental results to confirm the validity of the present system, it is found that the subjects evaluation values of composed musical works becomes higher with the progress of generations. Furthermore, the subjects answer that the present system is better than the previous system from the viewpoint of understanding musical works visually.
Keywords
genetic algorithms; interactive systems; music; user interfaces; 16 bars music; interactive genetic algorithm; interactive music composition system; music theory; subjective evaluation; visual interface design; Bars; Biological cells; Fatigue; Genetic algorithms; Humans; Multiple signal classification; Music; Systems engineering and theory; User interfaces;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2003. IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-7952-7
Type
conf
DOI
10.1109/ICSMC.2003.1243942
Filename
1243942
Link To Document