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 ArmA III: Just bleep everything it'll be fine, DOTA 2: why the play on us server?