Discovering Human Emotions Automatically

This is a group project I did with Aaron Perlmutter and Florin Brasoveanu during a course on Affective Computing at University College London. The project tries to classify the emotion (e.g. valence, arousal etc.) of human subjects watching music videos based only on peripheral body signals (e.g. by measuring heartbeat frequency, sweat) . The dataset DEAP was used.



The arousal and valence score of human subjects watching particular music videos. Taken from