Robust Emotion Recognition using Spectral and Prosodic Features - Brossura

Rao, K. Sreenivasa

 
9781461463597: Robust Emotion Recognition using Spectral and Prosodic Features
Brossura
ISBN 10: 1461463599 ISBN 13: 9781461463597
Casa editrice: Springer, 2013

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

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

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2013
Lingua
Inglese
ISBN 10 
1461463599
ISBN 13 
9781461463597
Rilegatura
Copertina flessibile
Numero di pagine
132
Contatto del produttore
non disponibile
Persona responsabile
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Altre edizioni note dello stesso titolo

9781461463610: Robust Emotion Recognition using Spectral and Prosodic Features

Edizione in evidenza

ISBN 10:  1461463610 ISBN 13:  9781461463610
Casa editrice: Springer, 2013
Brossura