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Acoustic Modeling for Emotion Recognition (SpringerBriefs in Speech Technology) - Softcover

Buch 19 von 39: SpringerBriefs in Speech Technology

Anne, Koteswara Rao; Kuchibhotla, Swarna; Vankayalapati, Hima Deepthi

 
9783319155296: Acoustic Modeling for Emotion Recognition (SpringerBriefs in Speech Technology)
Softcover
ISBN 10: 3319155296 ISBN 13: 9783319155296
Verlag: Springer, 2015

Inhaltsangabe

This book presents state of art research in speech emotion recognition. Readers are first presented with basic research and applications – gradually more advance information is provided, giving readers comprehensive guidance for classify emotions through speech. Simulated databases are used and results extensively compared, with the features and the algorithms implemented using MATLAB. Various emotion recognition models like Linear Discriminant Analysis (LDA), Regularized Discriminant Analysis (RDA), Support Vector Machines (SVM) and K-Nearest neighbor (KNN) and are explored in detail using prosody and spectral features, and feature fusion techniques.

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Verlag
Springer
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3319155296
ISBN 13 
9783319155296
Einband
Taschenbuch
Anzahl der Seiten
76
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