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 Relax with water in Slow Motion (HD), Insect clips - Slow motion (HD 1080p) - Free to reuse - Creative Commons