Acoustic Guitar – Tomi MartinEngineer – Brian Frye, John FryeEngineer [Assisted By] – Alex Lowe, Mike WilsonEngineer [Mix Engineer, Assisted By] – Rawle GittensEngineer [Mix Engineer] – Dexter SimmonsKeyboards – Chanz*Mixed By – Dexter Simmons, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Violin – Kerren BerzVocals [Additional Vocals] – Joi , Trina*, Whild PeachWritten-By – Joi Gilliam, Myrna Crenshaw*, Organized Noize

Backing Vocals [Background Vocals] – Peaches Bass – Marq Jefferson*Engineer – John "Bernasky" Wall*, Dexter Simmons, John FryeEngineer [Assisted By] – Allen Parker, Brian Frye, Rawlw Gittens*Engineer [Mix Engineer, Assisted By] – Bart Cennamo, Steve SiscoEngineer [Mix Engineer] – Dexter SimmonsGuitar – Ed Stroud*Mixed By – Dexter Simmons, Organized Noize Productions*Performer [Danger, She's A Stranger] – The Five Stairsteps*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Written-By – Andre Benjamin, Antwan Patton, Organized NoizeWritten-By [Danger, She's A Stranger] – Clarence Burke, Jr.*, Curtis Mayfield, G.Fowler*

Acoustic Guitar – Tomi MartinDrums – Dee SimmonsEngineer – Brian Frye, John Frye, John WydrycsEngineer [Assisted By] – Alex Lowe, Mike Wilson, Rawle GittensEngineer [Mix Engineer, Assisted By] – Alex Olson*Engineer [Mix Engineer] – Dexter SimmonsKeyboards – Kenny Wright*Mixed By – Dexter Simmons, Organized Noize Productions*, OutKastProducer, Drum Programming, Keyboards [Keyboard Programming] – OutKastWritten-By – Andre Benjamin, Antwan Patton

Bass – Preston CrumpEngineer – Brian Frye, John FryeEngineer [Assisted By] – Alex Lowe, Mike WilsonEngineer [Mix Engineer, Assisted By] – Kevin ParkerEngineer [Mix Engineer] – Alvin SpeightsGuitar – Craig LoveMixed By – Alvin Speights, OutKastOrgan – Chanz*Producer, Drum Programming, Keyboards [Keyboard Programming] – OutKastScratches – Mr. DJWritten-By – Andre Benjamin, Antwan Patton

Backing Vocals [Background Vocals] – Arlynn*, Dawn*, Debra Killings, Tracy*Engineer – John "Bernasky" Wall*, Derrick Williams, Jarvis Blackshear, John FryeEngineer [Assisted By] – Allen Parker, Brian Frye, Manuel K. MorrisEngineer [Mix Engineer, Assisted By] – Alex Olsson, Steve SiscoEngineer [Mix Engineer] – Dexter SimmonsMixed By – Dexter Simmons, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Scratches – Mr. DJWritten-By – Andre Benjamin, Antwan Patton, Organized Noize

Backing Vocals – Sleepy BrownBacking Vocals [Background Vocals] – Debra Killings, Jazzy Phat Nastee's*, Sleepy BrownBass – Preston CrumpEngineer – John "Bernasky" Wall*, Derrick Williams, Jarvis Blackshear, John FryeEngineer [Assisted By] – Alex Lowe, Brian Frye, Manuel K. MorrisMixed By – NealHPogue*, Organized Noize Productions*, OutKastMixed By [Assisted By] – Rico Lumpkin*Producer, Drum Programming, Keyboards [Keyboard Programming] – OutKastWritten-By – Andre Benjamin, Antwan Patton

Bass – Preston CrumpEngineer – Derrick Williams, Jarvis Blackshear, John FryeEngineer [Assisted By] – Brian Frye, Manuel K. MorrisEngineer [Mix Engineer, Assisted By] – Victor Bruno Engineer [Mix Engineer] – Dexter SimmonsMixed By – Dexter Simmons, Organized Noize Productions*, OutKastProducer, Drum Programming, Keyboards [Keyboard Programming] – OutKastScratches – Mr. DJVocals [Additional Vocals] – EJ Tha Witch Doctor*Written-By – Andre Benjamin, Antwan Patton, Erin Johnson

Acoustic Guitar – Carlos GloverEngineer – Blake Eiseman, Dexter SimmonsEngineer [Assisted By] – Alex Lowe, Mike Wilson, Tsumoru "T.K." Kume*Engineer [Mix Engineer, Assisted By] – Tsumoru "T.K." Kume*Engineer [Mix Engineer] – Dexter SimmonsGuitar [Wahwah Guitar] – Martin TerryMixed By – Dexter Simmons, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Vocals [Additional Vocals] – Andrea MartinWritten-By – Andre Benjamin, Andrea*, Antwan Patton, Ivan*, Organized Noize

Bass – Preston CrumpEngineer – John "Bernasky" Wall*, Blake Eiseman, Jarvis Blackshear, John FryeEngineer [Assisted By] – Allen Parker, Brian Frye, Derrick Williams, Mike WilsonEngineer [Mix Engineer, Assisted By] – Steve SiscoEngineer [Mix Engineer] – Dexter SimmonsMixed By – Dexter Simmons, Organized Noize Productions*Piano – Skinny MiraclesProducer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Vocals [Additional Vocals] – Cee-Lo Green*Written-By – Andre Benjamin, Antwan Patton, Organized Noize

Acoustic Guitar – Tomi MartinBass – Preston CrumpEngineer – Derrick Williams, Jarvis BlackshearEngineer [Assisted By] – Manuel K. MorrisEngineer [Mix Engineer, Assisted By] – Kevin ParkerEngineer [Mix Engineer] – Alvin SpeightsGuitar [Wahwah Guitar] – Martin TerryKeyboards – Chanz*Mixed By – Alvin Speights, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Scratches – Mr. DJVocals [Additional Vocals] – Khujo*, T-Bu*Written-By – Andre Benjamin, Antwan Patton, Organized Noize, Robert T. Barnett*, Willie Knighton

Backing Vocals [Background Vocals] – Joi , Tamara*, Trina*, Whild PeachBass – Preston CrumpEngineer – Derrick Williams, Jarvis Blackshear, John FryeEngineer [Assisted By] – Alex Lowe, Brian Frye, Manuel K. MorrisEngineer [Mix Engineer, Assisted By] – Kevin Parker, Paul Thompson Engineer [Mix Engineer] – Alvin Speights, Lesile Braithwaite*Mixed By – Alvin Speights, Leslie Braithwaite*, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Vocals [Additional Vocals] – Big Gipp, Cool Breeze Written-By – Andre Benjamin, Antwan Patton, Cameron Gipp, Frederick Bell, Organized Noize

Acoustic Guitar – Tomi MartinBass – James "Jay" Nicholas*Engineer – Dexter Simmons, Mike WilsonEngineer [Assisted By] – James "Jay" Nicholas*, Rawle GittensEngineer [Mix Engineer, Assisted By] – James "Jay" Nicholas*, Rawle GittensEngineer [Mix Engineer] – Dexter SimmonsGuitar, Rhythm Guitar – Craig LoveMixed By – Dexter Simmons, Organized Noize Productions*Producer, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Vocals [Additional] – ShaJuanna EdghillWritten-By – Andre Benjamin, Antwan Patton, Organized Noize

Bass – Moog , Preston CrumpDrum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*, OutKastEngineer – Brian Frye, John FryeEngineer [Assisted By] – Alex Lowe, Mike WilsonEngineer [Mix Engineer, Assisted By] – Kevin ParkerEngineer [Mix Engineer] – Alvin SpeightsMixed By – Alvin Speights, OutKastProducer – OutKastVocals [Additional Vocals] – EJ Tha Witch Doctor*Written-By – Andre Benjamin, Antwan Patton, Erin Johnson

Backing Vocals [Background Vocals] – Debra KillingsEngineer – John "Bernasky" Wall*, Blake Eiseman, Jarvis Blackshear, John FryeEngineer [Assisted By] – Allen Parker, Brian Frye, Derrick Williams, Mike WilsonEngineer [Mix Engineer, Assisted By] – Steve SiscoEngineer [Mix Engineer] – Dexter SimmonsMixed By – Dexter Simmons, Organized Noize Productions*Piano – Chanz*Producer – Organized Noize Productions*Written-By – Andre Benjamin, Antwan Patton, Marqueze Ethridge, Organized Noize

Keyboards – Kenny Wright*Mixed By – Alvin Speights, Organized Noize Productions*Mixed By [Assisted By] – Kevin ParkerProducer [Additional Production], Remix, Drum Programming, Keyboards [Keyboard Programming] – Organized Noize Productions*Recorded By – Blake EisemanRecorded By [Assisted By] – Alex Lowe, Mike Wilson