Ongoing Projects
Media content analysis
We are interested in multimodal analysis of media content for the purposes like emotion prediction, success analysis and extracting interesting analytics such as gender or racial biases. Our work involves independent and joint processing of audio, visual and text information, and developing computational models to quantify and predict emotion and other quantities related to the impact of media to our personal and social life. Starting with structure databases like movies, we plan to extend our analysis to tv shows, youtube, social media, etc.
Emotion in music
Music can often influence our emotional state very deeply. This project aims at understanding the music-related emotional arousal and building computational models to predict the same.
Creative IT
Coming soon ...
Computational analysis of engagement and instruction quality in classroom
Coming soon ...