From 1930-31 he studied music education at the youth music university (Prof. Jöde).

Between 1929-1931 Hirsch attended the social political seminary of the University of Politics, Berlin, where he graduated as a social worker. He wrote his final project about decision-making (Willensbildung) and types of social communities as basics of social pedagogy (Prof. Carl Mennicke).