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 Middle-earth: Shadow of Mordor - Everything You Need to Walk into Mordor, It Has to Sound Good - Payday 2 Crimewave Edition, Assassin’s Creed Rogue – Templar vs Assassin