Link Download ebook Free: https://ouo.io/iyWZcN Acoustic Modeling for Emotion Recognition By: Koteswara Rao Anne; Swarna Kuchibhotla; Hima Deepthi Vankayalapati Publisher: Springer Print ISBN: 9783319155296, 3319155296 eText ISBN: 9783319155302, 331915530X Copyright year: 2015 Format: EPUB Available from $ 69.99 USD SKU 9783319155302 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.
