07/19/2005 at 02:30 PM EDT
Cuba Gooding Jr. and his wife Sara, 35, are expecting a baby, PEOPLE has confirmed.
The couple, who already have two children – Mason, 8, and Spencer, 10 – are expecting their third this fall, according to the actor's rep.
We are "thrilled to be adding another addition to our family," Gooding Jr. said in a statement. The couple wed on March 13, 1994, and dated for seven years before getting married.
Gooding Jr. won a Best Supporting Actor Oscar for his role as a football player in 1996's Jerry Maguire
, also starring Tom Cruise and Renee Zellweger. He has also starred in Boyz N the Hood
and As Good As It Gets,
and will appear in the fall opposite James Woods in the political thriller End Game.