In June 1980, Smith and other members of Muddy's band Pinetop Perkins (piano), Calvin Jones (bass) and Jerry Portnoy (harmonica) struck out on their own, also recruiting veteran Chicago blues man Louis Myers (harmonica/guitar) to form The Legendary Blues Band, with the vocals shared by all. Later that year, Smith and the Legendary Blues Band appeared backing John Lee Hooker in the movie The Blues Brothers (1980). Smith was the only band member, besides Hooker, to appear onscreen in close-up. With varying personnel over the years, the Legendary Blues Band recorded seven albums, Life of Ease, Red Hot 'n' Blue, Woke Up with the Blues (nominated for a W. C. Handy Award), U B Da Judge, Prime Time Blues, and Money Talks, were recorded between 1981 and 1993. By the time Money Talks came out in 1993, Smith had become a very credible singer. The Legendary Blues Band toured with Bob Dylan, the Rolling Stones and Eric Clapton (whom Smith had recorded with in the 1964 Otis Spann recording of Pretty Girls Everywhere).