• DocumentCode
    2645968
  • Title

    Building robust emotion recognition system on heterogeneous speech databases

  • Author

    Yoon, Won-Jung ; Park, Kyu-Sik

  • Author_Institution
    Dankook Univ., Yongin, South Korea
  • fYear
    2011
  • fDate
    9-12 Jan. 2011
  • Firstpage
    825
  • Lastpage
    826
  • Abstract
    This paper proposes a method to build a robust speech emotion recognition system for consumer electronic applications. Traditional method of two-class (neutral/anger) emotion recognition is extended into two-step hierarchical structure by using emotional characteristics and gender difference. Experimental results confirm the very stable and successful emotion classification performance over the traditional method.
  • Keywords
    consumer electronics; emotion recognition; speech recognition; consumer electronic applications; emotion classification performance; gender difference; heterogeneous speech databases; robust emotion recognition system; two-class emotion recognition; two-step hierarchical structure; Accuracy; Classification algorithms; Emotion recognition; Feature extraction; Speech; Speech recognition; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2011 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4244-8711-0
  • Type

    conf

  • DOI
    10.1109/ICCE.2011.5722886
  • Filename
    5722886
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2645968