Analyzing Emotion in Spontaneous Speech

• Main Authors: Chakraborty, Rupayan (Author), Pandharipande, Meghna (Author), Kopparapu, Sunil Kumar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Computer science.; User interfaces (Computer systems).; Artificial intelligence.; Computer simulation.; Pattern recognition.; Application software.; Computer Science.; Artificial Intelligence (incl. Robotics).; User Interfaces and Human Computer Interaction.; Simulation and Modeling.; Signal, Image and Speech Processing.; Pattern Recognition.; Computer Appl. in Social and Behavioral Sciences.

This book captures the current challenges in automatic recognition of emotion in spontaneous speech and makes an effort to explain, elaborate, and propose possible solutions. Intelligent human–computer interaction (iHCI) systems thrive on several technologies like automatic speech recognition (ASR);...

Table of Contents:

• Introduction
• Literature Survey
• A Framework for Spontaneous Speech Emotion Recognition
• Improving Emotion Classification Accuracies
• Case Studies
• Conclusions
• Appendix
• Index.