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 Neo Contra Stage 5 S Rank w/Machine Gun, Onimusha: Dawn of Dreams Boss Battles 1, Earth Defense Force: Insect Armageddon Mission 3-5 Inferno Difficulty