2 papers
cs.CL2024
EMMI -- Empathic Multimodal Motivational Interviews Dataset: Analyses and Annotations
Lucie Galland, Catherine Pelachaud, Florian Pecune
The study of multimodal interaction in therapy can yield a comprehensive understanding of therapist and patient behavior that can be used to develop a multimodal virtual agent supp…
cs.LG2023
Seeing and hearing what has not been said; A multimodal client behavior classifier in Motivational Interviewing with interpretable fusion
Lucie Galland, Catherine Pelachaud, Florian Pecune
Motivational Interviewing (MI) is an approach to therapy that emphasizes collaboration and encourages behavioral change. To evaluate the quality of an MI conversation, client utter…