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 Through Night and Day: Army Training at Marlborough Sounds, The Combined Arms: Artillery Exercise in New Zealand, TTW15: Making fresh water from the ocean