Acoustic Modeling for Emotion Recognition 1

Data & IT

Acoustic Modeling for Emotion Recognition

Koteswara Rao Anne • Swarna Kuchibhotla • Hima Deepthi Vankayalapati

Pocket

769:-

Funktionen begränsas av dina webbläsarinställningar (t.ex. privat läge).

Uppskattad leveranstid 10-16 arbetsdagar

Fri frakt för medlemmar vid köp för minst 249:-

66 sidor
2015

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.

Författare: Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati
Illustratör: 10 schwarz-weiße Tabellen 6 schwarz-weiße und 17 farbige Abbildungen Bibliographie
Format: Pocket/Paperback
ISBN: 9783319155296
Språk: Engelska
Antal sidor: 66
Utgivningsdatum: 2015-03-30
Förlag: Springer International Publishing AG