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 Field Mouse - Dirt vs. Grass, Field Mouse - Glass, Field Mouse - Tomorrow Is Yesterday (Official Video)