Tepp was conscripted into the Red Army in 1941 and became a prisoner of war of the Germans during the Battle of Velikiye Luki along with teammates Heinrich Uukkivi and Richard Kuremaa. He was released in a later Soviet advance and subsequently sentenced to death by Soviet authorities, which was later commuted to a fifteen-year prison sentence. He died in prison in Kalinin, Russia in 1943.