videos 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 Let's Play: MySims (P21) HD, Let's Play: Borderlands (P1) HD, Let's Play: Mirror's Edge (P5) HD