Born in Königsberg, Schubert studied musicology, sociology and philosophy at the Rheinische Friedrich-Wilhelms-Universität Bonn with Günther Massenkeil, at the Freie Universität Berlin with Rudolf Stephan and at the University of Zürich with Kurt von Fischer.