Backing Vocals – Clayton ScobleBass, Guitar – Aimee MannDrums – John Sands, Stacy JonesGuitar – Michael LockwoodGuitar, Percussion, Backing Vocals – Jon Brion

Backing Vocals – Chris Difford, Glenn TilbrookBass – Brad HallenDrums – John SandsWritten-By, Guitar, Backing Vocals – Aimee MannWritten-By, Guitar, Percussion, Backing Vocals – Jon Brion

Drums, Keyboards, Backing Vocals – Jon BrionWritten-By, Bass, Backing Vocals – Aimee MannWritten-By, Guitar, Keyboards – Bernard Butler

Backing Vocals – Juliana HatfieldBass, Acoustic Guitar, Electric Guitar – Aimee MannDrums, Lead Guitar – Jon Brion

Bass, Guitar, Handclaps – Aimee MannDrums – John SandsHandclaps – Jon LupferHandclaps, Harmonica [Bass] – Jon BrionKeyboards – Mike Denneen

Backing Vocals – Juliana HatfieldWritten-By – Aimee MannWritten-By, Keyboards, Guitar, Bass – Jon Brion

Bass, Acoustic Guitar, Backing Vocals, Percussion, Electric Guitar – Jon BrionDrums – Stacy JonesElectric Guitar – Aimee Mann, Bernard Butler

Drums, Bass, Guitar, Keyboards, Percussion – Aimee Mann

Acoustic Guitar, Percussion – Aimee MannElectric Guitar, Acoustic Bass, Cello, Backing Vocals – Jon Brion

Backing Vocals – Chris DiffordDrum Programming – Martyn WatsonElectric Guitar – Clayton ScobleElectric Guitar, Backing Vocals – Glenn TilbrookKeyboards – Mike DenneenWritten-By – Jon BrionWritten-By, Bass, Acoustic Guitar, Electric Guitar, Backing Vocals – Aimee Mann

Backing Vocals – Chris Difford, Glenn TilbrookWritten-By – Aimee MannWritten-by, Drums, Keyboards, Bass, Acoustic Guitar, Guitar [Distorted Nylon] – Jon Brion

Backing Vocals – Clayton ScobleBass, Acoustic Guitar – Aimee MannDrums, Piano [Tack], Harmonium – Jon "Ringo" Brion*

Backing Vocals – Glenn Tilbrook, Neil Innes, Ron NastyBass, Percussion, Keyboards, Guitar, Backing Vocals – Jon BrionDrums – John SandsGuitar – Aimee Mann, Michael PennGuitar, Backing Vocals – Clayton Scoble