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 Gran Turismo 5 rain montage (TGS 2010), Sonic Generations - First 15 minutes, Splinter Cell HD (PS3) - First 20 minutes (part 2/2)