Dynamical Systems Modeling of Acoustic and Physiological Arousal in Young Couples

Chaspari, Theodora (University of Southern California) | Han, Sohyun C. (University of Southern California) | Bone, Daniel (University of Southern California) | Timmons, Adela C. (University of Southern California) | Perrone, Laura (University of Southern California) | Margolin, Gayla (University of Southern California) | Narayanan, Shrikanth S. (University of Southern California)

AAAI Conferences 

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.

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