Well, here's one supergroup we never saw coming: Ed Sheeran, Johnny Depp and One Direction member Zayn Malik. But apparently the guys are at least considering a collaboration, because they've been spotted together at a Los Angeles recording studio.

If you're playing "which one of these is not like the others" and decided it's Johnny, you may want to think again. The actor is also a talented musician who's jammed onstage with legendary artists like Aerosmith, ZZ Top and Rolling Stones guitarist Keith Richards.

So what's he working on with Ed and Zayn? No official word yet, but Alexander DeLeon (from the band The Cab) posted this photo of himself in the studio with Johnny and the 1D star, writing, "Pirate lessons from the one and only. Thanks for having us, Mr. Depp."