Towards Adaptive Spoken Dialog Systems

• Main Authors: Schmitt, Alexander (Author), Minker, Wolfgang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Subjects: Engineering.; Data mining.; User interfaces (Computer systems).; Computer graphics.; Signal, Image and Speech Processing.; Data Mining and Knowledge Discovery.; User Interfaces and Human Computer Interaction.; Computer Imaging, Vision, Pattern Recognition and Graphics.

In Monitoring Adaptive Spoken Dialog Systems, authors Alexander Schmitt and Wolfgang Minker investigate statistical approaches that allow for recognition of negative dialog patterns in Spoken Dialog Systems (SDS). The presented stochastic methods allow a flexible, portable and  accurate use.  Beginn...

Table of Contents:

• Introduction
• Background and Related Research
• Interaction Modeling and Platform Development
• Novel Strategies for Emotion Recognition
• Novel Approaches to Pattern-based Interaction Quality Modeling
• Statistically Modeling and Predicting Task Success
• Conclusion and Future Directions.