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Acoustic Modeling for Emotion Recognition by Swarna Kuchibhotla
Acoustic Modeling for Emotion Recognition by Swarna Kuchibhotla
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Acoustic Modeling for Emotion Recognition

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Description

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.
Release date Australia
March 30th, 2015
Audience
  • Professional & Vocational
Illustrations
17 Illustrations, color; 7 Illustrations, black and white; VII, 66 p. 24 illus., 17 illus. in color.
Pages
66
Dimensions
155x235x4
ISBN-13
9783319155296
Product ID
23115255

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