• DocumentCode
    3414179
  • Title

    Designing an AI emotion-based adaptive fuzzy system for evaluation of the computer music

  • Author

    Milicevic, Mladen

  • Author_Institution
    Loyola Marymount Univ., Los Angeles, CA, USA
  • Volume
    4
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    323
  • Abstract
    This paper focuses on a design of a template for an AI emotion-based adaptive fuzzy system that analyzes music and simulates the audience´s emotional reaction. This system may possibly aid computer music composers in creating music that is more appealing to the wider audiences. Conceptual design of the proposed system is based on the most recent findings in understanding of how the human brain processes musical patterns. This could be summarized in the following statement: any deviation from the musical pattern predictability, in the listener´s mind, tend to weaken subsequent pattern anticipation and thereby undercut the impact of further musical deviations. Every single mismatch in musical pattern anticipation is countered by adjustments to the next expectation. When too many deviations fall together, the listener loses track of the underlying musical stability and ceases to anticipate the coming patterns forcefully. With too many deviations, music becomes increasingly incoherent. With too little, music becomes cold and mechanical
  • Keywords
    adaptive systems; artificial intelligence; fuzzy systems; music; AI; artificial intelligence; computer music; emotion-based adaptive fuzzy system; emotional reaction; human brain; Adaptive systems; Animals; Art; Artificial intelligence; Brain modeling; Cultural differences; Fuzzy systems; Humans; Music; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
  • Conference_Location
    Tokyo
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-5731-0
  • Type

    conf

  • DOI
    10.1109/ICSMC.1999.812421
  • Filename
    812421