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 Goat Simulator coming to Xbox, Watch Dogs - "Honored" Trailer, There Came an Echo Xbox One E3 2014 Trailer