video 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 #031 U-Bahn Untergrund Polizei - Subway Underground Police - Urban Exploring (Deutschland/Germany)