The baby was born on Saturday, February 28, reported People magazine.
Son Rhodes Emilio Gilbert Perry is the actress' first child with Perry. Gilbert, 40, is also mother to daughter Sawyer, and son Levi from her previous relationship.
"Our very own Sara and her wife Linda are the proud parents of a new baby boy and both mother and child are doing well," the show's co-host Julie Chen said.