Zelovic was born in 1929 in Munkacs, a town in the Carpathian Mountains in east Czechoslovakia. Her parents were Moric, who was in the transport business, and Giza. The family lived at Csokoli Street and Zelovic was the youngest of seven siblings: Malka, Ziporah, Martin, Civia, Vili, Sarah and Hersch.