• DocumentCode
    468997
  • Title

    Research on a methodology to model speech emotion

  • Author

    Yu, Dong-mei ; Fang, Jian-an

  • Author_Institution
    Donghua Univ., Shanghai
  • Volume
    2
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    825
  • Lastpage
    830
  • Abstract
    The research is conducted to develop a methodology to model the emotional contents of speech as a linear function of time and speech features. In this study, emotional type is coming from six basic emotions (anger, disgust, fear, joy, sadness and surprise). However, in the application is not defined as a simple word, is quantified using the dimensions valence and arousal, and the value of valance or arousal is expressed as some interval. Results demonstrate that the model is more excellent than others.
  • Keywords
    emotion recognition; speech processing; arousal; speech emotional contents model; valance; Educational institutions; Emotion recognition; Humans; Information analysis; Notice of Violation; Pattern analysis; Pattern recognition; Psychology; Speech analysis; Wavelet analysis; Emotion; model; speech; valance and arousal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1065-1
  • Electronic_ISBN
    978-1-4244-1066-8
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2007.4420783
  • Filename
    4420783