Research topics

We combine deep learning, speech/signal processing and computer vision to develop affective and behavioral AI systems. My group is currently working on the following broad topics; for specific projects, see my list of recent publications.

• Affective AI: Emotion and mental health conditions from verbal and non-verbal cues, wellbeing monitoring, music-based therapeutic intervention.

• Interaction modeling: Human behavior forecasting in the context of human-robot interactions and human-autonomous vehicle interaction, virtual agent's behavior synthesis during human-agent interaction