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 Crysis 3 - EVGA GeForce GTX 960 SSC Gameplay, Damage Inc. Pacific Squadron WWII - Air and Ship Combat Gameplay Video