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 Loading Human Chapter 1 - Teaser trailer (Unreal Engine 4), Loading Human - In depth and Unreal 4 Engine footage