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 SpongeBob HeroPants - Sandy Gameplay [HD], Spider-Man: The Movie - Walkthrough - Part 11 - Corralled (PC) [HD], Chicken Invaders 5: Cluck of the Dark Side Gameplay (PC HD) [1080p]