June 04, 2013 04:30 PM

Ramey

Kate Winslet is pregnant!

The Titanic actress, 37, and her husband Ned Rocknroll are expecting their first child together, PEOPLE has confirmed with her rep exclusively.

“Kate and Ned are delighted” over the news, the rep adds.

Despite her previous marriages ending in divorce, Winslet — also mom to daughter Mia, 12, and son Joe, 9 — always knew she wanted to expand her family further.

“I’m hoping to have more kids,” Winslet told InStyle in 2006. “I don’t know whether one or two. Oh, God, I would love to have more.”

The Oscar-, Golden Globe- and Emmy-winning actress and Rocknroll, 34 — who is the nephew of Richard Branson — tied the knot in a secret ceremony in December after they began dating in the fall of 2011.

— Anya Leon with reporting by Julie Jordan

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