Milli Vanilli's Fab Morvan was so devastated by the group's lip-syncing scandal that for years he refused to show his face in public. For his partner, Rob Pilatus, the aftermath proved even harsher.

Music fans expect their favorite artists to sing live on stage, but sometimes what you hear isn’t what you think. Over the years, several big-name performers have been exposed for lip-syncing during ...