• DocumentCode
    1588478
  • Title

    An emotional voice generation and extraction system using soft computing technique

  • Author

    Sato, Yoshiki ; Miki, Tsutomu

  • Author_Institution
    Dept. of Brain Sci. & Eng., Kyushu Inst. of Technol., Kitakyushu, Japan
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Recently, researchers have paid close attention to intelligent human-machine interfaces. The future intelligent computing system will need to have human-centered designs instead of the traditional computer-centered designs. Dealing with emotional information is one of such approaches. In the symbiotic generation of human beings and machines, exchanging emotional information will become very important. Therefore, we propose an emotional voice generation and extraction system using soft computing technique. The system generates emotional voice using genetic algorithm, and evaluates the generated emotional voice using fuzzy inference. In this paper, we describe the system and discuss about an experimental result using a neutral voice.
  • Keywords
    fuzzy set theory; human computer interaction; emotional information; emotional voice generation; genetic algorithm; human-machine interfaces; soft computing technique; Artificial intelligence; Biological cells; Estimation; Feature extraction; Humans; Modulation; Parameter extraction; Emotion extraction; Emotional voice generation; Fuzzy inference; Genetic algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2010
  • Conference_Location
    Kobe
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4244-9673-0
  • Electronic_ISBN
    2154-4824
  • Type

    conf

  • Filename
    5665387