The Leatherheads star, 34, took to Twitter.com just after the birth to announce the happy news to his followers.
He wrote, "Wanted to let the news out directly. Emily and I are so incredibly happy to welcome our daughter Hazel into the world today! Happy bday!”
The couple began dating in 2008 and wed in July, 2010.