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 Gears of War: An Unlucky Teammate, Gears of War: An Unhappy Team, Gears of War: A Nice Blindfire