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 Chris Christodoulou - Risk of Rain | Risk of Rain (2013), Chris Christodoulou - Hailstorm | Risk of Rain (2013), Chris Christodoulou - Tropic of Cancer | Risk of Rain (2013)