The Blind Boys released "Deep River" in 1992, which was nominated for Best Traditional Soul Gospel Album at the 36th Annual Grammy Awards. The album was produced by Booker T. Jones, and featured a version of Bob Dylan's "I Believe In You." In 1993, they also appeared as musical guests on "Late Night with Conan O'Brien".