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 Singing In The Rain - cover by Chris Commisso, Brielle - Sky Sailing / Owl City cover, Baby It's Cold Outside (Katrina Marie & Chris Commisso)