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 Heavy Rain [PS3] Gameplay, Ratchet & Clank Future Tools Of Destruction [PS3] Review HD, Gears Of War [PC] Review HD