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 Ernesty International: Quite a Bit of Background Noise up here, eloui & Ernesty: Flame Retardant Heart (car version)