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 State of the Gulf: What's in the Water, State of Flowing Water: Living in Balance, HIgh School Fishing Teams (School of Fish)