Switch fusion for continuous emotion estimation from multiple physiological signals

Ngoc Tu Vu, Van Thong Huynh, Seung-Won Kim, Ji-Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim

Abstract: Highlights•A novel time series-based framework for continuous emotion estimation from multi-physiology signals.•Address the challenge posed by the inherently high number of modalities present in physiological data with Switch Fusion.•Switch Fusion demonstrates superior robustness and flexibility when applied across different scenarios compared to conventional fixed fusion architectures.