• DocumentCode
    3563802
  • Title

    Subjective evaluation of music with brain wave analysis for interactive music composition by IEC

  • Author

    Unehara, Muneyuki ; Yamada, Koichi ; Shimada, Takuma

  • Author_Institution
    Dept. of Manage. & Inf. Syst. Sci., Nagaoka Univ. of Technol., Nagaoka, Japan
  • fYear
    2014
  • Firstpage
    66
  • Lastpage
    70
  • Abstract
    An interactive music composition support system is proposed, which helps users´ satisfied musical composition by their repeated performing of subjective evaluation toward candidate of musical pieces generated by the system. In this paper, brain wave information by using hand-held EEG device is applied instead of users´ direct manipulation of partial evaluation of musical pieces of the proposed system, in order to reduce users´ fatigue and extract unconscious and essential evaluation based on users´ Kansei. In this paper, a new method of extracting partial evaluation is proposed, which focuses the partially evaluated time from each users´ significant brain wave ranges of frequency. Evaluation experiments are performed and the validity of the proposed method is proved.
  • Keywords
    electroencephalography; music; IEC; brain wave analysis; handheld EEG device; interactive music composition support system; subjective music evaluation; 1f noise; Data mining; Electroencephalography; Evolutionary computation; Music; Performance evaluation; Positron emission tomography; Human Centered Systems; Interactive Evolutionary Computation; Soft Computing; Subjectivity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
  • Type

    conf

  • DOI
    10.1109/SCIS-ISIS.2014.7044758
  • Filename
    7044758