Aaron Johnson, Sam Taylor-Wood Expecting Second Child
07/29/2011 AT 05:00 PM EDT
The Kick-Ass star, 21, and Taylor-Wood, 44, whose romance raised eyebrows because of their 23-year age difference, are already the proud parents of a baby girl, Wylda Rae, who just turned 1.
After stepping out together as a couple last spring, Johnson defended their relationship. "I've got a wonderful woman. I'm an old soul, and she's a young soul."
Taylor-Wood, who also has two daughters from her first marriage to art dealer Jay Jopling, met in 2009 on the set of her directorial debut, Nowhere Boy.
Reporting by SIMON PERRY