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Acoustic Modeling for Emotion Recognition

Acoustic Modeling for Emotion Recognition by Koteswara Rao Anne
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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.
Springer International Publishing; March 2015
72 pages; ISBN 9783319155302
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Title: Acoustic Modeling for Emotion Recognition
Author: Koteswara Rao Anne; Swarna Kuchibhotla; Hima Deepthi Vankayalapati
 
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ISBNs
331915530X
9783319155296
9783319155302