EAN: 9783319155296

SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGIN...

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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