Fergie has been laying low since she announced her pregnancy, but the Black Eyed Peas singer was recently spotted showing off her growing baby bump.

The Daily Mail reported that Fergie, whose real name is Stacy Anderson was photographed attending a church ceremony with her husband Josh Duhamel in Beverly Hills on Sunday. The couple walked, holding hands as they dress casually. See Fergie's bump here:

The 38-year-old singer looked comfortable in red leather pants and a printed white T-shirt that showed off her round belly. She paired the shirt with a black blazer and wore white high heel shoes. Her eyes were covered up, as she accesorized the look with a pair of Steam Punk dark sunglasses.

Duhamel seemed laid back as he wore blue jeans, a green plaid shirt and a pair of boots.

Last Thursday, Fergie was spotted in a flower-printed look when she attended a business meeting in Santa Monica, Calif.

"Busy day of interviews, #goingplatinum w/ a little #fergusonsyrah. @wetnwildbeauty," Fergie tweeted that day.

See photos here:

Fergie and husband Duhamel announced they were expecting their first child together back in February.

The singer posted a photo on Twitter, in which she broke the news along with the message, "Josh & Me & Baby makes three!!#mylovelybabybump."

Duhamel, who wed to the singer in 2009, said he doesn't care what the sex of the baby is as long as it's "happy, healthy, holy."

In March at the actor's launch party for his Moves magazine cover in New York, he described his new fatherhood as "incredible."

He said that everytime he sees Fergie, he sees "this little thing that inside," adding: "It's one of those things you can really describe until you're going through it."