Altunyan died in 1973 and is buried at the Tokhmakh Cemetery in Yerevan, along with his wife Olga Altunyan.T. Altumyan's tombstone at Tokhmakh cemetery He is the father of conductor Zhirayr Altunyan, and composer Ruben Altunyan Karen Altunyan and Jilda Altunyan also .
