Judith was born into a middle-class family in Cincinnati, Ohio, along with her non-identical twin sister Joyce. Unlike Joyce, Judith was born with Down Syndrome. As a baby, Judith was sick with scarlet fever, which caused her to lose her hearing. This fact remained undiagnosed until much later in her life. She never learned to speak or use sign language.