By Ariana Bacle
Updated October 06, 2015 at 04:08 PM EDT
Credit: Afro American Newspapers/Gado/Getty Images

Back in 1983, Michael Jackson and Paul McCartney joined forces for “Say Say Say,” a track that went on to top the charts in multiple countries. And Tuesday, McCartney released an all-new remix of the song along with a music video directed by Sia collaborator Ryan Heffington.

The remix features never-before-heard vocals from the two superstars, which McCartney decided to combine with DJ John “Jellybean” Benitez’s instrumental remix for a “Say Say Say” reiussue as part of this year’s remastered version of Pipes of Peace, the 1983 McCartney album the “Say Say Say” originally appeared on. That album is out now, and you can watch the video — shot entirely in black-and-white and featuring a young guy joyously dancing through the streets — for the remix below.