• DocumentCode
    2627073
  • Title

    A multiple perception model on emotional speech

  • Author

    Tao, Jianhua ; Li, Ya ; Pan, Shifeng

  • Author_Institution
    NLPR, Chinese Acad. of Sci., Beijing, China
  • fYear
    2009
  • fDate
    10-12 Sept. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    More and more efforts have been made for the research of emotional speech recently. Although we may, sometimes be able to make a definite perceptual decision on emotion state, emotion is actually a kind of cline in a large vector space. Different emotions can be thought of as zones along an emotional vector. To resolve the ambiguity of emotion perception, the authors make an array of perception experiments. Furthermore, the paper creates a statistical model to simulate emotion perception and finds that there is an underlying consistency in the patterns of responses. The results show important cues on how to do multiple perception of the emotional speech.
  • Keywords
    emotion recognition; speech processing; statistical analysis; vectors; emotion perception; emotion state; emotional speech; emotional vector; multiple perception model; perceptual decision; statistical model; vector space; Automation; Classification algorithms; Emotion recognition; Kernel; Maximum likelihood detection; Mood; Multilayer perceptrons; Neural networks; Probability distribution; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4244-4800-5
  • Electronic_ISBN
    978-1-4244-4799-2
  • Type

    conf

  • DOI
    10.1109/ACII.2009.5349497
  • Filename
    5349497