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 Skyrim - Arrow In The Knee (Dubstep Remix) Music Video, Let's Play Rise of the Tomb Raider - Part 34: Broadhead climbing arrow., Skyrim - Gears Check