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 Tammy on ukulele (adapted from 1959 movie soundtrack), Jingle Bell Rock Ukulele Solo Fingerpicking Tutorial