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Robust Emotion Recognition using Spectral and Prosodic Features (SpringerBriefs in Speech Technology) book cover by K. Sreenivasa Rao, Shashidhar G. Koolagudi
Paperback

Robust Emotion Recognition using Spectral and Prosodic Features (SpringerBriefs in Speech Technology)

by K. Sreenivasa Rao and Shashidhar G. Koolagudi

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Paperback · 118 pages Springer New York · 2013

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Robust Emotion Recognition using Spectral and Prosodic Features (SpringerBriefs in Speech Technology)

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.

Details

Publisher
Springer New York
Authors
K. Sreenivasa Rao, Shashidhar G. Koolagudi
Format
Paperback
Published
Jan 12, 2013
ISBN-13
9781461463597
Pages
118
Printing
Printed on demand
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