Acoustic Modeling for Emotion Recognition

• Κύριοι συγγραφείς: Anne, Koteswara Rao (Συγγραφέας), Kuchibhotla, Swarna (Συγγραφέας), Vankayalapati, Hima Deepthi (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: SpringerBriefs in Electrical and Computer Engineering,
• Θέματα: Engineering.; User interfaces (Computer systems).; Computational linguistics.; Acoustics.; Signal, Image and Speech Processing.; Computational Linguistics.; User Interfaces and Human Computer Interaction.

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 resu...

Πίνακας περιεχομένων:

• 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.