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 Off The Shelf (Lets Play): Deus Ex [PC][HD] - Part 28 - Sniper Joe, Off The Shelf (Let's Play): God of War [PS2][HD] - Part 47: The Architect's Last Task, Fallout 3 (PC) Playthrough w/Commentary (in HD): Part 233 - An Eerie Place