 Sims was born on April 30, 1917, in New Orleans, Louisiana, to Henry Sims and Virginia Summuel.He claimed he was born on February 29, 1906, but 1906 was not a leap year, and April 30, 1917, is generally accepted as his birth date.He was the nephew of the Texas blues singer Texas Alexander and the cousin of the guitarist Lightnin' Hopkins.