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 Sheep Happens [official trailer, HD], Sheep Happens Special X-mas Update [gameplay video, HD], Sheep Happens [gameplay video]