Setzer returned to his love of music from the 1950s, this time the jump blues of Louis Prima. In the 1980s, he resurrected rockabilly, and in the 1990s, swing. He assembled the Brian Setzer Orchestra, a seventeen piece big band that got the public's attention with a cover version of Prima's "Jump, Jive an' Wail" from the album The Dirty Boogie (Interscope, 1998). The song won the Grammy Award for Best Pop Performance by a Duo or Group with Vocals, while "Sleep Walk" from the same album won the Grammy for Best Pop Instrumental Performance.