Publications

Navigating and Reaching Therapeutic Goals with Dynamical Systems in Conversation-Based Interventions

Abstract

Modern human behavioral signal processing and machine-learning methods have introduced novel ways for representing and estimating internal states of people in goal-based conversational interactions, such as psychotherapy. By combining these methods with systems theoretic approaches, we demonstrate how canonical approaches to control policy design can be utilized for improving the quality of goal-oriented talk-based interactions.

Metadata

publication
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
year
2023
publication date
2023/6/4
authors
Victor Ardulov, Shrikanth Narayanan
link
https://ieeexplore.ieee.org/abstract/document/10094755/
resource_link
https://sail.usc.edu/publications/files/Ardulov-ICASSP2023.pdf
conference
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
pages
1-5
publisher
IEEE