video in AudioSet
A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.
Including Union J sing Kelly Rowland's When Love Takes Over - Live Week 3 - The X Factor UK 2012