Aaron Carter's Girlfriend Arrested for Felony Domestic Violence

Aaron Carter's girlfriend, Melanie Martin, is under arrest after police investigated an alleged fight between the couple at the singer's home ... TMZ has learned. Law enforcement sources tell TMZ ... the L.A. County Sheriff's Department was called…