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 Real Stories of Near Drowning / Survive in the Water pt. 1, A Day in the Life of a Norfolk Fire Rescue Recruit Firefighter, The Turkey Shootout in Norfolk, VA