In a database of emotional speech, dimensional descriptions of emotional states have been correlated with acoustic variables. Many stable correlations have been found. The predictions made by linear regression widely agree with the literature. The numerical form of the description and the choice of acoustic variables studied are particularly well suited for future implementation in a speech synthesis system, possibly allowing for the expression of gradual emotional states.
Acoustic correlates of emotion dimensions in view of speech synthesis
M. Schröder,R. Cowie,E. Douglas-Cowie,M. Westerdijk,S. Gielen
Published 2001 in Interspeech
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- Publication year
2001
- Venue
Interspeech
- Publication date
2001-09-01
- Fields of study
Linguistics, Computer Science
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