Dirt Bike Annie was led by Adam Rabuck (guitar, vocals) Dan Paquin (bass, vocals) and Jeanie Lee (guitar, vocals). All three of these members took lead singing on some songs, and had been with the group constantly since they joined. Rabuck started the group; Paquin and Lee joined for "Dirt Bike Annie 2.0" who had been together since the mid-1990s. Former Dirt Bike Annie drummers include Mike Yannich, now of The Ergs, and experimental musician Heth who during his tenure with the band was called "Dirt Bike Deano." Their most recent drummer was Tommy Vinton, from Too Much Joy.

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