Doug James

DiffImpact: Differentiable Rendering and Identification of Impact Sounds

Rigid objects make distinctive sounds during manipulation. These sounds are a function of object features, such as shape and material, and of contact forces during manipulation. Being able to infer from sound an object's acoustic properties, how it is being manipulated, and what events it is partici…