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 [FREE] Mini Drum Kit by Dar'rell Banks & MMC, [FREE] Drum Kit by Dar'rell Banks & MMC