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 L4D2 - The Mall - Glitch - Commentary by - L!K3ab0ss, Minecraft - My Single Player World / Map - Light House + Pig Farm