Over a year ago, The Who’s Pete Townshend let the cat out of the bag that Elton John and Brandi Carlile were making an album together. Now, the project is official: Today (February 5), John and Carlile announced Who Believes In Angels? and shared the title track.

"It's a radical act to seek out joyful and euphoric happenings. And that is what this album represents to me," Carlile says.

Elton John and Brandi Carlile didn’t just record the currently Oscar-nominated song “Never Too Late” together but, as rumored, an entire album together. That 10-song set, “Who Believes in Angels?,” will be released April 4 on the Interscope label.