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 Let's Play Civilization V: BNW, Wood to Stone P1 (Deity), Let's Play Civilization V: Wonders of the Ancient World; Persia (King difficulty); Part 2