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 How to use the Brother SA161 Zipper and Cording Foot, Brother SA110 Cording Foot Demonstration, How to Use the Janome Custom Craft Zig Zag Foot