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 Rain E3 2013 Gameplay Showfloor HD, Project CARS Trailer Speed and Sound 4k HD, Heavy Rain - Exclusive Walkthrough - HD