"Deep River Woman" is a song written by American R & B artist Lionel Richie and recorded by Richie with American country music group Alabama. It was released in December 1986 as the fourth single from Richie's album Dancing on the Ceiling. The song peaked at number 10 on the Billboard Hot Country Singles chart and number 71 on the Hot 100.