The band was formed by the former The Detroit Emeralds' singer James Mitchell, with his brother Paul Mitchell, Larry Cunningham, Charles Clark, and the unrelated Ralph Mitchell. Most of The Floaters were from the Sojourner Truth housing project, on Detroit's Eastside.