• DocumentCode
    3401050
  • Title

    Characterization and Incorporation of Emotions in Speech

  • Author

    Sagar, T.V. ; Rao, K.S. ; Prasanna, S.R.M. ; Dandapat, S.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Indian Institute of Technology Guwahati
  • fYear
    2006
  • fDate
    Sept. 2006
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Emotional speech plays an important role for conveying the desired message. Emotions are manifested in speech signal at all the levels, in particular they are significant at suprasegmental level (i.e., prosodic level). In this paper four emotions are characterized (anger, compassion, happy and neutral) using the prosodic features such as duration, intonation (variation of pitch), and energy. The analysis is performed on SUSE (speech under simulated emotion) database. The derived knowledge with respect to each emotion in terms of the prosodic features is used for speech transformation from one emotion to other. In this paper an attempt is made for transforming speech at gross level from neutral to other emotions. The transformed speech after incorporating the emotions is evaluated by using the listening tests
  • Keywords
    emotion recognition; speech processing; speech recognition; SUSE database; emotional speech; listening test; prosodic feature; speech transformation; speech under simulated emotion; suprasegmental level; Cepstral analysis; Emotion recognition; Frequency; Hidden Markov models; Humans; Man machine systems; Residual stresses; Speech analysis; Speech recognition; Speech synthesis; Anger; Compassion; Emotion; Happy; Incorporation of emotion; LP residual; Neutral; Prosodic features;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    India Conference, 2006 Annual IEEE
  • Conference_Location
    New Delhi
  • Print_ISBN
    1-4244-0369-3
  • Electronic_ISBN
    1-4244-0370-7
  • Type

    conf

  • DOI
    10.1109/INDCON.2006.302828
  • Filename
    4086299