Taylor was born Rose Marie Emma in Geneva, Illinois. Her father, Joseph Emma, from Sicily, was a prop man in Hollywood in the 1920s. After his daughter's birth he became the manager of the Deerpath movie theatre in Lake Forest, Illinois, where Joan was brought up and a Hollywood prop man. Her mother Amelia Berky, was from Austria, and was a vaudeville singing-dancing star in the 1920s.