Acoustic Modeling for Emotion Recognition

Name: Acoustic Modeling for Emotion Recognition
Brand: Springer International Publishing AG
SKU: 9783319155296
Price: 1147 CZK
Availability: InStock

Autor: Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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This book presents state of art research in speech emotion recognition. Readers are first presented...

Informace o knize

Autor

Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2015

Stránek

EAN

9783319155296

ISBN

3319155296

Enbook ID

09183562

Vydavatel

Springer International Publishing AG

Hmotnost

1299

Rozměry

155 x 235 x 4

Kompletní popis

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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Acoustic Modeling for Emotion Recognition

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