Sound is a powerful source of information. By training algorithms to identify distinct sound signatures, sound can reveal what a person is doing, whether it’s cooking, vacuuming or washing the dishes. And while it’s valuable in some contexts, using sound to identify activities comes with privacy concerns, since microphones can reveal sensitive information.