Feb 18, · Fergie: Pregnant with Josh Duhamel’s Baby! Looks like a little bundle of joy is on the way for newly pregnant Fergie and her husband Josh Duhamel, their reps confirms to skikdainfo.info Fergie and Josh Duhamel were trying for another baby months before they split, an insider tells Life & Style — read more. Black Eyed Peas singer Fergie and hubby actor Josh Duhamel are finally expecting! How did the couple announce this life changing news? Well, of course, in the way that all celebs announce big news- Twitter!!5/5(4).