Fergie and Josh Duhamel are expecting. Fergie tweeted, "Josh & Me & BABY makes three!" Fergie also shared some superimposed childhood pictures of herself and Josh. A source said, "They just found out and tweeted it to the world." Duhamel shared the same message via his Twitter and Facebook accounts.  No word on when the baby is due.