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Robust Emotion Recognition using Spectral and Prosodic Features (Paperback, 2013 ed.) Loot Price: R1,709
Discovery Miles 17 090
Repayment Terms: R160 pm x 12*
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Robust Emotion Recognition using Spectral and Prosodic Features (Paperback, 2013 ed.): K. Sreenivasa Rao, Shashidhar G....

Robust Emotion Recognition using Spectral and Prosodic Features (Paperback, 2013 ed.)

K. Sreenivasa Rao, Shashidhar G. Koolagudi

Series: SpringerBriefs in Speech Technology

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Loot Price R1,709 Discovery Miles 17 090 | Repayment Terms: R160 pm x 12*

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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.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: SpringerBriefs in Speech Technology
Release date: 2013
First published: 2013
Authors: K. Sreenivasa Rao • Shashidhar G. Koolagudi
Dimensions: 235 x 155 x 13mm (L x W x T)
Format: Paperback
Pages: 118
Edition: 2013 ed.
ISBN-13: 978-1-4614-6359-7
Categories: Books > Language & Literature > Language & linguistics > Computational linguistics
Books > Computing & IT > Social & legal aspects of computing > Human-computer interaction
Books > Computing & IT > Applications of computing > Artificial intelligence > Natural language & machine translation
Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
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LSN: 1-4614-6359-9
Barcode: 9781461463597

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