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 Wilderness Scotland - Sea-Kayaking in the Sound of Arisaig, River Spey Descent - Canoeing Journey in Scotland