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 Fallout: New Vegas 'Technology & Sound' Dev Diary, Mortal Kombat - Rain Character Vignette, Gears of War 3 Full Campaign Trailer [HD]