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 F1 car drives on sand! - Logistics behind the Red Bull Beach Run, The Rhythm of the Factory - RB9