Just Jared: Derek Hough Replaces Billy Bush as New Host of 'Extra' - Billy Bush's Extra replacement has been revealed: Derek Hough! - The DWTS judge shared a statement about the news. If you don't know, Billy announced he was leaving the celeb news series back in May. - "The ballroom has been my stage, my home, and my launchpad.