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

Rao, K. Sreenivasa

 
9781461463597: Robust Emotion Recognition using Spectral and Prosodic Features (SpringerBriefs in Speech Technology)
Softcover
ISBN 10: 1461463599 ISBN 13: 9781461463597
Verlag: Springer, 2013

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

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

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
1461463599
ISBN 13 
9781461463597
Einband
Tapa blanda
Anzahl der Seiten
132
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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Weitere beliebte Ausgaben desselben Titels

9781461463610: Robust Emotion Recognition using Spectral and Prosodic Features

Vorgestellte Ausgabe

ISBN 10:  1461463610 ISBN 13:  9781461463610
Verlag: Springer, 2013
Softcover