20th Anniversary edition. Don't Give Up on Me is a studio album by R&B/Soul singer Solomon Burke, recorded and released in 2002. The album won the Grammy Award for Best Contemporary Blues Album. It is noteworthy for the contributions of original and previously unreleased compositions by top-rank songwriters, the effect of which placed Burke back in the public eye for a time. Guest stars are Daniel Lanois, who plays electric guitar on "Stepchild", and The Blind Boys of Alabama, who feature on backing vocals for "None of Us Are Free".