Kanye West - The College Dropout

Recorded By – Rabeka TuneiVocals [Additional] – DerayWritten-By – K. West*

Recorded By – Eugene A. Toale*, Rich BalmerViolin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriVocals [Additional] – John Legend, Riccarda WatkinsWritten-By – K. West*, R. Vannelli*

Guitar – E-Bass, Ken LewisPiano – John LegendRecorded By – Anthony Kilhoffer, Eugene A. Toale*Violin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriVocals [Additional] – John LegendWritten-By – K. West*

Acoustic Guitar – Ken LewisGuitar – Eric "Bass" Johnson*Recorded By – Rabeka Tunei, Tasuya SatoVocals [Additional] – Syleena JohnsonWritten-By – K. West*, L. Hill*

Piano – Ervin "EP" Pope*Recorded By – Rabeka TuneiVocals [Additional] – Deray, Tony Williams Written-By – A. Brumley*

Featuring – Consequence , GLCRecorded By – Andrew Dawson, Rabeka TuneiVocals [Additional] – John Legend, Tony Williams Written-By – D. Mills*, G. Gordy*, K. West*, L. Harris*, M. Gaye*, S. Greene*

Recorded By – Andrew Dawson, Eugene A. Toale*Violin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriVocals [Additional] – John LegendWritten-By – C. Smith*, K. West*

Backing Vocals – Tracie SpencerFeaturing – J. Ivy, Jay-ZGuitar – Glenn JeffereyKeyboards – Ervin PopeRecorded By – Anthony Kilhoffer, Brent Kolantalo*, Gimel "Guru" Keaton*, Rabeka TuneiVocals [Additional] – John LegendWritten-By – B. Kulick*, J. Richardson*, K. West*, M. Bolton*, S. Carter*

Featuring – Common, Talib KweliRecorded By – Anthony Kilhoffer, David Dar*, Michael Eleopoulos*Vocals [Additional] – Sumeke RaineyWritten-By – K. West*, L. Lynn*, T. K. Greene*

Recorded By – Rabeka TuneiVocals [Additional] – Brandi Kuykenvall, Candis Brown, Tiera SingletonWritten-By – K. West*

Guitar – Eric "E-Bass" Johnson*Keyboards – Ervin "EP" Pope*Recorded By – Andrew Dawson, Eugene A. Toale*, Keith SlatteryTalkbox – BoskoViolin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriVocals [Additional] – John Legend, Sumeke RaineyWritten-By – K. West*

Featuring – TwistaGuitar – Glenn JeffereyKeyboards – Ervin "EP" Pope*Vocals [Additional] – Aisha Tyler, Jamie FoxxWritten-By – B. Bacharach, H. David*, C. Mitchell*, K. West*

Co-producer – Brian "All Day" MillerFeaturing – LudacrisRecorded By – Eugene A. Toale*, Jason RauhoffViolin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriWritten-By – B. Miller*, K. West*

Recorded By – Rabeka TuneiVocals [Additional] – DerayWritten-By – K. West*

Recorded By – Andrew Dawson, Rabeka TuneiVocals [Additional] – Deray, Tony Williams Written-By – A. Franklin*, K. West*

Recorded By – Rabeka TuneiVocals [Additional] – DerayWritten-By – K. West*

Piano – Ervin "EP" Pope*Vocals [Additional] – Deray, Tony Williams Written-By – K. West*

Featuring – The Harlem Boys Choir*, Freeway, Mos DefKeyboards – Keith SlatteryRecorded By – Carlisle Young, Keith Slattery, Marc FullerViolin, Producer [Violin], Arranged By [Violin], Written-By [Violin] – Miri Ben-AriWritten-By – C. Wilson*, D. Smith*, K. West*, L. Pridgen*, L. Wilson*, R. Wilson*

Recorded By – Francis Graham*Written-By – C. Weil*, D. Foster*, K. West*, T. Keane*

Arranged By [Additional Instrumentation] – Ken LewisPiano – Josh ZandmanRecorded By – Rabeka TuneiWritten-By – K. West*

Co-producer – Evidence , PorseGuitar – Glenn JeffereyInstruments [All Other] – Ken LewisPiano – Ervin "EP" Pope*Recorded By – Rabeka TuneiVocals [Additional] – John Legend, Tony Williams Written-By – K. West*, M. Perretta*