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Acoustic Modeling for Emotion Recognition

Acoustic Modeling for Emotion Recognition

von Hima Deepthi Vankayalapati, Koteswara Rao Anne und Swarna Kuchibhotla
Softcover - 9783319155296
53,49 €
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Beschreibung

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.

Details

Verlag Springer International Publishing
Ersterscheinung 30. März 2015
Maße 23.5 cm x 15.5 cm
Gewicht 131 Gramm
Format Softcover
ISBN-13 9783319155296
Seiten 66

Schlagwörter

Acoustics, Computational Linguistics, Computerlinguistik und Korpuslinguistik, Digitale Signalverarbeitung (DSP), Elektronik, Mensch-Computer-Interaktion, Signal - Speech and Image Processing, User Interfaces and Human Computer Interaction, Wellenmechanik (Vibration und Akustik)

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