From 1947 to 1954, he was director of the American Conservatory, which was in the Château de Fontainebleau near Paris. In 1954, Dupré succeeded Claude Delvincourt (who had been killed in a car crash) as director of the Paris Conservatoire, serving until 1956. He died at the age of 85.