Piano – Alfonzo "Doe" WalkerProducer [Music] – SwiffmanProducer [Vocals] – Killer MikeRecorded By – Tomoka NagataniVoice – Russell OwensWritten-By – R. Owens*

Bass – Preston CrumpGuitar – David Brown Producer – Mr. DJRecorded By [Assisted By] – Michael KleinWritten-By – D. Sheats*

Backing Vocals – Aniyah Render, Elixir , Jonelle Shirley, Miesha PrinceFeaturing – OutKastProducer, Bass – André 3000*Recorded By – Malik Albert, Mark RainsRecorded By [Assisted By] – Vincent Alexander, Zack OdomScratches [Cuts] – Principal Written-By – A. Benjamin*, A. Patton*, A. Hall*

Backing Vocals – Rock D., The City SlickasBass – Dan "Thunda Dan" MarshalHuman Beatbox – Dres The BeatnikKeyboards – Rechard LathumProducer – Grover Dill, Scott FargusRecorded By [Assisted By] – Tony CavasinScratches – Cutmaster SwiffWritten-By – N. K. Reddick*, N. Sherwood*

Backing Vocals – Big GulProducer – SwiffmanRecorded By – Cutmaster SwiffWritten-By – A. Hall*

Producer, Programmed By [Music] – Cool & DreRecorded By [Assisted By] – Vincent AlexanderWritten-By – A. Lyon*, C. Goins*, G. Clinton, Jr.*, M. Valenzo*, R. Dunbar*

Backing Vocals – Debra Killings, Sleepy BrownCo-producer, Featuring – Big BoiOrgan – Marvin "Chanz" ParkmanProducer – Mr. DJRecorded By – Moka Nagatani*Written-By – A. Patton*, D. Sheats*

Featuring – Bizarre Producer – SwiffmanProgrammed By [Music], Recorded By – Cutmaster SwiffWritten-By – A. Hall*, Bizarre

Arranged By [Strings] – Richard KellerBacking Vocals – J-Sweet Producer – Andre' 3000*Recorded By – Malik AlbertStrings – David Arnez*, David Braitberg, Eleanor Arnez*, Eric Johnson*, Sanford Salzinger, William MurphyWritten-By – A. Benjamin*, J. E. E. Clarke*

Featuring – Slimm CalhounProducer, Programmed By [Music] – Cool & DreWritten-By – A. Lyon*, B. Loving*, M. Valenzano*, B. Gibb, M. Gibb, R. Gibb*

Producer, Programmed By [Music] – SwiffmanRecorded By – Archie HallWritten-By – A. Hall*

Backing Vocals – Nigger BobBass – Debra KillingsFeaturing – Rock D.Horns – Hornz UnlimitedKeyboards – Rechard LathumProducer – Nikkii "Blue Eyes" Scroeder, Silo SlugsworthRecorded By [Assisted By] – Tony CavasinWritten-By – K. Bailey , N. K. Reddick*, N. Sherwood*

Backing Vocals – Monae MoneyBass – Preston CrumpDrums – Chris SalehGuitar [Wah] – Richard "Rip" GagerMixed By – Kevin ParkerOrgan – Marvin "Chanz" ParkmanProducer – Teeth Malloy, White Boy LeroyRecorded By [Assisted By] – Steve "Snake Knuckles" Fisher*Written-By – N. K. Reddick*, N. Sherwood*

Backing Vocals – Jazze Pha, Payton Adams, Taylor MillerBass – Debra KillingsCello, Violin – Christopher GladmanFeaturing – Fass BlackProducer – Mister C-Lo, Nikkii "Blue Eyes" ScroederRecorded By [Assisted By] – Tony CavasinWritten-By – F. Williams , N. K. Reddick*, N. Sherwood*, P. Adams*

Featuring – Bone Crusher , Bun B, T.I.Keyboards – Robert McDowell Producer – Andre' 3000*Recorded By – Moka Nagatani*Remix – Jonathan "Lil' Jon" Smith*Written-By – A. Benjamin*, A. Patton*, A. Hall*

Featuring – OutKast