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 Exclusive Superbrothers: Sword & Sworcery EP Preview, GDC 2015: Ski Pirates Hands-On Gameplay, Highborn Hands-On Preview