Robust Emotion Recognition using Spectral and Prosodic Features

Name: Robust Emotion Recognition using Spectral and Prosodic Features
SKU: 21148094
Price: 135.99 AUD
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Paperback / softback

Series:

Springerbriefs in Speech Technology

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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.

Author Biography:

K. Sreenivasa Rao is at Indian Institute of Technology, Kharagpur, India. Shashidhar G, Koolagudi is at Graphic Era University, Dehradun, India.

Release date Australia

January 12th, 2013

Author

Audience

Professional & Vocational

Illustrations

15 Illustrations, color; 22 Illustrations, black and white; XII, 118 p. 37 illus., 15 illus. in color.

Pages

118

Series

Springerbriefs in Speech Technology

Dimensions

155x235x13

ISBN-13

9781461463597

Product ID

21148094

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