Fischer was born into a Jewish family in Budapest, and studied in that city at the Franz Liszt Academy of Music with Ernő Dohnányi. In 1933 she won the International Franz Liszt Piano Competition in her native city. Throughout her career she played mainly in Europe and Australia, but was seldom heard in the United States until late in her lifetime, giving only two concerts there by that time.