He didn't confess afaik.To he fair, Bailey confessed to the murder twice. Granted he says now that it was a joke, but he did help point suspicion on himself at the start.
He said 'yah I killed her to further my journalistic career' to a newspaper editor on the phone and he did a freak-out on some of his drink'n'drug buddies at a Halloween part.