Quick Update: While still on Dancing with the Stars, the rumors began about a relationship between Shannon Elizabeth and Derek Hough. After Shannon was voted off of the show, the rumors did not die down. If anything, I think they have escalated. According to The National Ledger, the couple have now taken their relationship up a level from casual dating as Hough has now moved in with Shannon.