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 Writing Center Video Scenario: The Texting Student, Writing Center Tutoring Scenario: ESL Writer, Writing Center Video Scenario: Plagiarism and Tutoring