Aditya Singh

How you feelin'? Learning Emotions and Mental States in Movie Scenes

2023 · arXiv (Cornell University)

Movie story analysis requires understanding characters' emotions and mental states. Towards this goal, we formulate emotion understanding as predicting a diverse and multi-label set of emotions at the level of a movie scene and for …

Decoding articulatory and phonetic components of naturalistic continuous speech from the distributed language network

2023 · Journal of Neural Engineering

Abstract Objective. The speech production network relies on a widely distributed brain network. However, research and development of speech brain–computer interfaces (speech-BCIs) has typically focused on decoding speech only from superficial subregions readily accessible by …