Dynamical systems modeling of acoustic and physiological arousal in young couples Conference Paper uri icon

abstract

  • Copyright 2016, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved. Well-being and mental health are directly associated with relationship status particularly in the context of relatedness and support. A key factor in relationship functioning is emotional arousal. We examine the interplay between emotional arousal manifested through acoustic and physiological cues and its association to relationship satisfaction. We propose a dynamical systems model to infer the within-and across-modality as well as the between-partner relations. Our results suggest that increased emotional regulation is negatively associated with relationship satisfaction and indicate that the proposed system consists a viable framework for analyzing such multimodal interrelations within romantic partners.

published proceedings

  • AAAI Spring Symposium - Technical Report

author list (cited authors)

  • Chaspari, T., Han, S. C., Bone, D., Timmons, A. C., Perrone, L., Margolin, G., & Narayanan, S. S.

complete list of authors

  • Chaspari, T||Han, SC||Bone, D||Timmons, AC||Perrone, L||Margolin, G||Narayanan, SS

publication date

  • January 2016