Presentations (Communicative Events)

Detecting Emotion in Speech: Experiments in Three Domains

Liscombe, Jackson

The goal of my proposed dissertation work is to help answer two fundamental questions: (1) How is emotion communicated in speech? and (2) Does emotion modeling improve spoken dialogue applications? In this paper I describe feature extraction and emotion classification experiments I have conducted and plan to conduct on three different domains: EPSaT, HMIHY, and ITSpoke. In addition, I plan to implement emotion modeling capabilities into ITSpoke and evaluate the effectiveness of doing so.


More About This Work

Academic Units
Computer Science
HLT Doctoral Consortium
Published Here
July 5, 2013