Multimodal analysis and assessment of therapist empathy in motivational interviews

T Tran, Y Yin, L Tavabi, J Delacruz, B Borsari… - Proceedings of the 25th …, 2023 - dl.acm.org
The quality and effectiveness of psychotherapy sessions are highly influenced by the
therapists' ability to meaningfully connect with clients. Automated assessment of therapist …

Towards Child-Inclusive Clinical Video Understanding for Autism Spectrum Disorder

A Kommineni, D Bose, T Feng, SH Kim… - arXiv preprint arXiv …, 2024 - arxiv.org
Clinical videos in the context of Autism Spectrum Disorder are often long-form interactions
between children and caregivers/clinical professionals, encompassing complex verbal and …

[PDF][PDF] Autoregressive cross-interlocutor attention scores meaningfully capture conversational dynamics

M McNeill, R Levitan - Proc. Interspeech 2024, 2024 - isca-archive.org
This paper analyzes attention scores over a conversational partner's historical turns trained
with an autoregressive prosodic objective. Following a qualitative observation that these …

[PDF][PDF] An autoregressive conversational dynamics model for dialogue systems

M McNeill, R Levitan - 2023 - par.nsf.gov
Conversational partners adapt their speech to one another in a phenomenon called
entrainment. While entrainment behaviors are associated with a variety of positive …