Fergie & Josh Duhamel: Baby on Board at LAX!

Fergie and Josh Duhamel make their way through LAX Airport together on Friday (March 8) in Los Angeles.

The 37-year-old pregnant Black Eyed Peas singer covered up her growing baby bump with a long scarf and coat.

PHOTOS: Check out the latest pics of Fergie

Josh‘s film Safe Haven is currently playing in theaters across the US! Be sure to check out the romantic flick, which also stars Julianne Hough.

Be sure to look out for Josh at the 2013 Kids Choice Awards – they are coming up on March 23!