Ecological Inference. Perception of natural scenes, with a special focus on hearing and audiovisual integration; Intuitive physics and causal reasoning; Constructing and testing models that "hear the world like humans" with generative models, probabilistic inference, statistical signal processing, and machine learning; Biologically inspired technologies to aid the hearing-impaired; Models of biological information processing.