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 Splinter Cell: Pandora Tomorrow Walkthrough - LAX International Airport, Splinter Cell Walkthrough - Presidential Palace HD, Fahrenheit Walkthrough - The Clan / Danger & Ubiquity