After three albums, myriad roster changes, and the steady transformation from a ragtag street band to dependable club and festival performers, the Shotgun Jazz Band has found its niche. Even better, the six-member traditional-jazz band has solidified its sound.

If you’ve been within earshot of any of the band’s live performances, you know the heart and soul of their particular sound is...