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 CryEngine 3 - Top Games Showreel - Gamescom 2015, Fallout 4 Radioactive - Pentatonix & Lindsey Stirling