• DocumentCode
    2407209
  • Title

    Assessing the naturalness of malay emotional voice corpora

  • Author

    Mustafa, Mumtaz B. ; Ainon, Raja N. ; Zainuddin, Roziati ; Don, Zuraidah M. ; Knowles, Gerry

  • Author_Institution
    Fac. of Comput. Sci. & Inf. Technol., Univ. of Malaya, Kuala Lumpur, Malaysia
  • fYear
    2011
  • fDate
    26-28 Oct. 2011
  • Firstpage
    174
  • Lastpage
    179
  • Abstract
    This research reports the development and evaluation of Malay emotional voice corpora through listening evaluation, and how the numbers of emotion choices offered to evaluators affect the result of the evaluation. The voice corpora comprises of three emotions, namely anger, sadness and happiness being expressed by two male and two female actors. The voice corpora were evaluated in two separate listening tests involving a number of Malay native evaluators balanced for gender, age and profession. In the first listening test, evaluators were given twenty five choices of emotions to choose from. For the second test, the number of emotion choices is only five. Each test was conducted separately with different group of evaluators. The results of the two tests are grossly different with the emotion identification rate of the first test lower than the second test.
  • Keywords
    speech synthesis; Malay emotional voice corpora; Malay native evaluators; anger emotion; happiness emotion; listening evaluation; naturalness assessment; sadness emotion; Databases; Educational institutions; FETs; Humans; Quality assessment; Speech; Speech synthesis; Malay emotional voice database; emotion identification rate; forced choice approach; listening evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech Database and Assessments (Oriental COCOSDA), 2011 International Conference on
  • Conference_Location
    Hsinchu
  • Print_ISBN
    978-1-4577-0930-2
  • Type

    conf

  • DOI
    10.1109/ICSDA.2011.6086002
  • Filename
    6086002