My research interests are in the area of machine learning for speech and language processing. The ultimate goal of my work is to discover the algorithmic mechanisms that would enable computers to learn and use spoken language the way that humans do. My approach emphasizes the multimodal and grounded nature of human language, and thus has a strong connection to other machine learning disciplines such as computer vision.