Alexander Rozum was married to Galina Rozhdestvenskaya (1925–2001), a professor at the Gnessin Russian Academy of Music, conductor and chorus master of the Academic Russian Song Choir of Radio and Television of Russia, and People's Artist of the Russian Federation.
