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 Watch Dogs 2 - Beautiful San Francisco Setting, Gears of War 4 New Updates! | Lt. Zonda at EGX 2016, EXCLUSIVE: Gears of War 4 'Gridlock' Multiplayer Map Flythrough | DX12