Acoustic Modeling for Emotion Recognition

• Main Authors: Anne, Koteswara Rao (Author), Kuchibhotla, Swarna (Author), Vankayalapati, Hima Deepthi (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: 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...

Table of Contents:

• 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.