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 Charity Fun Run in North Korea, The Pyongyang Marathon with Koryo Tours - A Runner's View in North Korea