Sanders was born in Henryville, Indiana on September 9, 1890. He studied at Southern University. He was married to Josephine King until they divorced. He later married Claudia Price. Sanders had 3 children. He died on December 16, 1980 in Louisville, Kentucky from leukemia and pneumonia. He was 90 years old.