Personnel
Information taken from Late Registration liner notes.
- Kanye West - Composer, executive producer, primary artist, producer
- Paul Wall - primary artist, vocals
- Cam'ron - primary artist
- Brandy - primary artist
- Common - primary artist
- Consequence - primary artist
- Lupe Fiasco - primary artist
- The Game - primary artist
- GLC - primary artist
- Jay-Z - primary artist
- Adam Levine - primary artist, composer, guest artist, vocals
- Nas - primary artist
- Really Doe - primary artist
- Jamie Foxx - primary artist
- Devo Springsteen - producer, strings, vocal
- Tony Williams - vocals
- Charlie Wilson - vocals
- Keyshia Cole - vocals
- DeRay Davis - vocals
- John Legend - vocals
- Susan Chatman - violin
- Daphne Chen - violin
- Terry Glenny - violin
- Marisa Kuney - violin
- Victoria Lanier - violin
- Alyssa Park - violin
- Julie Rogers - violin
- Audrey Solomon - violin
- Amy Wickman - violin
- Eric Gorfain - violin, orchestration
- Piotr Jandula - viola
- David Sage - viola
- Tom Tally - viola
- Marda Todd - viola
- Richard Reitz - engineer
- Brian Sumner - engineer
- Anthony Kilhoffer - engineer
- Tom Biller - engineer, string engineer
- Andrew Dawson - engineer, mixing
- Mike Mo - assistant engineer
- Ryan Neuschafer - assistant engineer
- James Auwarter - assistant engineer
- Nate Connelly - assistant engineer
- Taylor Dow - assistant engineer
- Matt Green - assistant engineer
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- Jon Brion - brass arrangement, producer, string arrangements
- Warryn Campbell - producer
- Just Blaze - producer
- Kyambo Joshua - executive producer
- Doug Joswick - package production
- Mike Dean - mixing
- Craig Bauer - mixing
- Manny Marroquin - mixing
- J.J. Barry - composer
- Darin Black - composer
- L.D. Harris - composer
- Lorenz Hart - composer
- Richard Rodgers - composer
- R. Simmons - composer
- Jayceon Taylor - composer
- C. Willis - composer
- Richard Dodd - cello
- Mathew Cooker - cello
- Armen Ksadjikian - cello
- Victor Lawrence - cello
- Stephen Holtman - trombone
- Andrew Martin - trombone
- Bruce Otto - trombone (bass)
- Gary Grant - flugelhorn, Trumpet
- Dan Fornero - flugelhorn, Trumpet
- Denise Briese - double bass
- Francis Senger - double bass
- Jason Torreano - double bass
- Kris Yiengst - art coordinator, photography
- Sarah A. Friedman - photography
- Ibn Jasper - groomer
- Louis Marino - creative director
- Charlene Roxborough - stylist
- Rick Todd - French horn
- Dave Tozer - guitar
- Brad Warnaar - French horn
- Eric Weissman - sample clearance
- Tom Craskey - keyboards
- Ervin Pope - keyboards
- Vlado Meller - mastering
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