Machines that listen

Rutkin discusses a computer model that has learned to identify different sounds by binge-viewing two million Flickr videos. Computer vision has dramatically improved over the past few years thanks to the wealth of labeled data machines can tap into online. But their listening abilities still lag behind because there is not nearly as much useful sound data available. One group of computer scientists wondered if they could improve machine listening by piggybacking on the advances made in computer vision.