Spoken dialogue systems: Challenges, and opportunities for research

Abstract

Research into spoken dialog systems has yielded some interesting results recently, such as statistical models for improved robustness, and machine learning for optimal control, among others. What are the basic ideas behind these techniques? What opportunities do they exploit? Are they ready to be deployed in real systems? What remains to be done?