Acoustic Modeling for Emotion Recognition

CHF 67.15
Auf Lager
SKU
QE69V1F7DHA
Stock 1 Verfügbar
Geliefert zwischen Di., 27.01.2026 und Mi., 28.01.2026

Details

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.


Provides comprehensive research and application on classification of emotions through speech Features extensive comparative study of classifiers, presenting results in different databases Compares feature fusion techniques with emotions of individual features Includes supplementary material: sn.pub/extras

Inhalt
Introduction.- Emotion Recognition using Prosodic features.- Emotion Recognition using Spectral features.- Emotional Speech Corpora.- Classification Models.- Comparative Analysis of Classifiers in emotion recognition.- Summary and Conclusions.

Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09783319155296
    • Genre Elektrotechnik
    • Auflage 2015
    • Sprache Englisch
    • Lesemotiv Verstehen
    • Anzahl Seiten 76
    • Größe H235mm x B155mm x T5mm
    • Jahr 2015
    • EAN 9783319155296
    • Format Kartonierter Einband
    • ISBN 3319155296
    • Veröffentlichung 30.03.2015
    • Titel Acoustic Modeling for Emotion Recognition
    • Autor Koteswara Rao Anne , Hima Deepthi Vankayalapati , Swarna Kuchibhotla
    • Untertitel SpringerBriefs in Speech Technology
    • Gewicht 131g
    • Herausgeber Springer Nature Switzerland

Bewertungen

Schreiben Sie eine Bewertung
Nur registrierte Benutzer können Bewertungen schreiben. Bitte loggen Sie sich ein oder erstellen Sie ein Konto.
Made with ♥ in Switzerland | ©2025 Avento by Gametime AG
Gametime AG | Hohlstrasse 216 | 8004 Zürich | Schweiz | UID: CHE-112.967.470
Kundenservice: customerservice@avento.shop | Tel: +41 44 248 38 38