Monteno met his future wife Branka in 1967 in Sarajevo. They married on 26 June 1971 when he returned from his mandatory stint in the Yugoslav People's Army. Together they had a daughter Adrijana and a son Đani. He spent the entirety of the 1990s war in Bosnia and Herzegovina in besieged Sarajevo.