Swoosh! Rattle! Thump! - Actions that Sound
Dhiraj Gandhi, Abhinav Gupta, Lerrel Pinto
Abstract
Fig. When sufficiently tilted, the object slides across the tray and hits the walls of the tray. This generates sound, which is captured by four contact microphones mounted on each side of the tray. An overhead camera records visual (RGB+Depth) information, while the robotic arm applies the tilting actions through end-effector rotations.
Topics & Concepts
Computer scienceSound (geography)AcousticsPhysicsMultimodal Machine Learning ApplicationsRobot Manipulation and LearningHuman Pose and Action Recognition