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 Unreal Engine 4 Infiltrator Real-Time Demo (HD), Thunder Wolves Gameplay Trailer (HD), Gears of War: Judgment The Guts of Gears Trailer