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 [Part 2] Video Game Dubstep-Electro Mix [HD], Battle Field 3 Dubstep Trailer, SSX Dubstep Trailer