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The Baltimore Sun

Ashlee Simpson

Ashlee Simpson was caught lip-synching during a "live" performance on "Saturday Night Live" in 2004. Simpson was scheduled to sing "Autobiography," but "Pieces of Me," which she had performed earlier in the show, played instead.Getty Images / Kevin Winter