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 Halo Reach - Walk on Water - Glitch, Halo: Combat Evolved Anniversary - Siege of Madrigal