Taylor was born on September 28, 1928 in Shelby County, Tennessee. She was raised in Chicago, Illinois. Taylor was married to Robert Taylor until they divorced in 1989. Then she was married to Hays Harris until her death in 2009. She had one daughter. Taylor died on June 3, 2009 in Chicago, Illinois from surgical complications, aged 80.