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
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