Woan-Shiuan Chien is a Ph.D. student in the Department of Electrical Engineering under the supervision of Prof. Chi-Chun (Jeremy) Lee in the Behavioral Informatics & Interaction Lab (BIIC Lab) at National Tsing Hua University. Her research interests center around the integration of Affective Computing, Machine Learning, and Multimodal Signal Processing, focusing on speech and physiological signals.