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 Earth Defense Force: Insect Armageddon Campaign - Mission 9: Hectored, Earth Defense Force: Insect Armageddon Campaign - Mission 11: Downtown, Earth Defense Force: Insect Armageddon Campaign - Mission 3: On the Run