2012 Billboard Music Awards Kick Off Sunday: What to Expect? The 2012 Billboard Music Awards will be held Sunday at the MGM Grand Garden Arena in Las Vegas featuring performances by Chris Brown, Justin Bieber, Katy Perry as well as a tribute to music legend Whitney Houston.