The Lafayette Police Department is four months into testing a new component of its surveillance network: acoustic gunshot detection sensors. The sensors, from Atlanta-based Flock Safety, are solar-powered microphones triggered by gunshots or gunshot-like sounds. A machine learning algorithm analyzes collected audio in 5-second increments. If a gunshot is detected,…