The goal of Project InMind is to create a new kind of research project – one that draws on CMU’s best and most relevant research, integrating and amplifying these disparate research efforts to invent a next-generation intelligent, never-ending learning assistant for mobile devices. As part of the InMind Project, our goal is to build a software component to automatically analyze nonverbal behaviors of the user including both visual and vocal cues such as facial expression, eye gaze and voice quality.