The sex of the baby is yet to be known.
The Australian actress, 39, and Cohen, 43, took some time off to focus on the pregnancy, even pulling out of the upcoming film "Now You See Me: The Second Act", reported Us magazine.
The couple, who wed in March 2010, are already parents to daughters Olive, 7, and Elula, 4.