Annie Mae Cook (née Gentry) was born on February 14, 1907, in Madison County, North Carolina. Cook was a student at the state school for the blind in her teen years. She married William Kelse Cook (born June 12, 1881) on January 24, 1927. She died in Buncombe County, North Carolina, on April 5, 1987.