Robust Emotion Recognition using Spectral and Prosodic Features Paperback / softback
by K. Sreenivasa Rao, Shashidhar G. Koolagudi
Part of the SpringerBriefs in Speech Technology series
Paperback / softback
Description
In this brief, the authors discuss recently explored spectral (sub-segmental and pitch synchronous) and prosodic (global and local features at word and syllable levels in different parts of the utterance) features for discerning emotions in a robust manner. The authors also delve into the complementary evidences obtained from excitation source, vocal tract system and prosodic features for the purpose of enhancing emotion recognition performance.
Features based on speaking rate characteristics are explored with the help of multi-stage and hybrid models for further improving emotion recognition performance.
Proposed spectral and prosodic features are evaluated on real life emotional speech corpus.
Information
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Item not Available
- Format:Paperback / softback
- Pages:118 pages, 46 Tables, black and white; 15 Illustrations, color; 22 Illustrations, black and white; X
- Publisher:Springer-Verlag New York Inc.
- Publication Date:12/01/2013
- Category:
- ISBN:9781461463597
Other Formats
- PDF from £38.24
Information
-
Item not Available
- Format:Paperback / softback
- Pages:118 pages, 46 Tables, black and white; 15 Illustrations, color; 22 Illustrations, black and white; X
- Publisher:Springer-Verlag New York Inc.
- Publication Date:12/01/2013
- Category:
- ISBN:9781461463597
