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 CoD: Modern Warfare 2 Soundtrack - Boat Ride, CoD WaW: Soundtrack (Chernov), MW3 Soundtrack: First Contact