Kanye West ‎– Graduation

Producer – Brian "All Day" Miller, Kanye West Recorded By – Anthony Kilhoffer Recorded By, Mixed By – Andrew Dawson Vocals [Additional] – Connie Mitchell, Tony "Penafire" Williams*

Keyboards – Andy Chatterley, La Mar 'Mars' Edwards* Keyboards, Guitar – Mike Dean (2) Mixed By – Manny Marroquin Producer – Kanye West Programmed By [Additional Programming] – Timbaland Recorded By – Andrew Dawson, Anthony Kilhoffer, Seiji Sekine

Keyboards – Jon Brion Producer – Kanye West Recorded By – Anthony Kilhoffer, Greg Koller Recorded By, Mixed By – Andrew Dawson

Backing Vocals – John Legend, Ne-Yo Drum Programming [Additional Drum Programming] – Timbaland Mixed By – Mike Dean (2) Producer – Toomp*, Kanye West Recorded By – Anthony Kilhoffer, Paul Sheehy Recorded By, Mixed By – Andrew Dawson Vocals [Featuring] – T-Pain

Mixed By – Mike Dean (2) Producer – Toomp*, Kanye West Recorded By – Anthony Kilhoffer, Tony Rey Recorded By, Mixed By – Andrew Dawson Vocals [Additional] – Connie Mitchell, Young Jeezy

Co-producer – Kanye West Mixed By, Keyboards – Mike Dean (2) Producer – Nottz Rap [Featuring] – Lil Wayne Recorded By – Andrew Dawson, D. Sloan*, Nottz Raw*

Mixed By – Mike Dean (2) Producer – Kanye West Producer [Additional] – Jon Brion Rap [Featuring] – Mos Def Recorded By – Andrew Dawson, Greg Koller

Producer – Eric Hudson, Kanye West Recorded By – Anthony Kilhoffer Recorded By, Mixed By – Andrew Dawson Vocals [Featuring] – Dwele

Mixed By – Mike Dean (2) Producer – Kanye West Recorded By – Andrew Dawson, Anthony Kilhoffer Scratches – DJ Premier Vocals [Additional] – Tony "Penafire" Williams*

Co-producer – Gee Roberson, Patrick 'Plain Pat' Reynolds* Producer – Kanye West Recorded By – Andrew Dawson Recorded By, Mixed By – Anthony Kilhoffer

Mixed By – Mike Dean (2) Producer – Kanye West, Warren "Baby Dubb" Campbell* Recorded By – Anthony Kilhoffer, Bruce Buechner, Greg Koller Recorded By, Mixed By – Andrew Dawson Vocals [Additional] – Chris Martin

Producer – Toomp* Recorded By – Paul Sheehy Recorded By, Mixed By – Andrew Dawson