The 35-year-old actor exchanged vows with Smith in Hawaii on January 4, reported Daily Express.
"She had her hand on her stomach most of the time and looked like she had a little bump," a source said.
Bartha had proposed to Smith last year.
The wedding ceremony did not have more than 20 people, but Reese Witherspoon and her husband Jim Toth attended the nuptial.