• 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