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 Inside the AMD Radeon R7 and R9 GPU series, Creative Assembly Talks Game Engine Development for Alien: Isolation