The "National Enquirer" says FERGIE and JOSH DUHAMEL are expecting twins.

--A source says, quote, "Fergie and Josh feel like they hit the baby jackpot.  They waited a long time but it's all paying off because they say they're expecting twins.  They couldn't be happier."