Gloria Edith White was born on August 27, 1921, in Seattle, Washington, to William Charles White and Inez May Parker-White.

She grew up in Juneau, Alaska with eight siblings: Henrietta May White, Charles Benjamin White, Dorothy Annabelle White, Genevieve Williamina White, Anna Louise White, Glen Edward White, Alice G. White, and William L. White Jr..