West began working on
Graduation immediately after releasing his second studio album
Late Registration. By late September 2005, West had already completed three songs for the album, which he intended to contain a total of twelve tracks. Additionally, West would often test his new songs on his
iPod, in his office, in
dance clubs and just about anywhere people might listen to his music. He would then make adjustments to the tracks based on feedback he received, repeating the process as many times as necessary.
R&B singers
T-Pain and
Dwele, New York rappers
Mos Def and ALBe. Back, and famed hip-hop record producer
DJ Premier are featured in individual tracks primarily to deliver melodic
hooks and
refrains. At the time, the two MCs had been working together, with West contributing to the production of Lil Wayne's sixth studio album
Tha Carter III. As for the absence of skits, West explained, "There's just serious songs,
hooks,
chords, and
ideas. No special effects or antics ... and no fake
Bernie Mac!". Many songs on
Graduation contain
background vocals provided by
Connie Mitchell of the Australian
dance music group
Sneaky Sound System. Seeking musical inspiration, West asked McDonald for ideas, who in turn suggested that he be introduced to Mitchell. The collaboration occurred the year before when West and Martin met one another during an impromptu jam session at the
Abbey Road Studios in
London,
England. The song in itself is actually a re-vamping for "Home (Windy)", a track that originated from a
demo tape dating back to the year 2001. It was made available two years later under the new title "Home" on West's 2003 mixtape
Get Well Soon... and also on the advance copy of West's debut studio album
The College Dropout, which due to a
leak was never released. This original version possesses West's once trademark classic soul vocal
sample production style, with singer
John Legend on the chorus, which contains lyrics that are different than Martin's. Widely considered by
music critics and listeners alike to be the most radio-friendly track on
Graduation, West defines the album's third single "
Good Life" as the song with the most "blatant
hit-recordness". The track features vocals from
R&B singer
T-Pain, who utilizes the voice
audio processor technology of
Auto-Tune. The song is sampled from
Michael Jackson's song "
P.Y.T. (Pretty Young Thing)". West had previously experimented with the technology on his debut album
The College Dropout for the background vocals on the songs "
Jesus Walks" and "Never Let Me Down". During his brief stay in
Sweden, West sent through sixteen different
mixes of "Good Life" over to their recording studio for the
audio mastering process.
Graduation started taking definite form around the time of the filming of the
music video for its second single "
Stronger", whereas prior West had been "aimlessly making songs". West mixed the track seventy-five times, as he could not seem to get the
kick drum to sound precisely the way that he wanted it to, amongst other issues. He worked on "Stronger" with eight different
audio engineers and eleven different
mix engineers around the globe and recorded over fifty versions of the track. Still feeling dissatisfied after hearing the
number-one hit single inside a
club compared alongside
Timbaland's 2007 single "
The Way I Are", which was his favorite hip-hop
beat at the time, West enlisted the record producer to assist him in redoing the
drum programming. The album also sees the return of composer and multi-instrumentalist
Jon Brion – who had played an integral role as the co-executive producer on West's previous studio album
Late Registration – for the track "Drunk and Hot Girls". West has also said that he wrote the song while thinking of performing it onstage in front of an audience of over 50,000 people. With this in mind, he placed a significant amount of concentration on speaking at high
volumes with fewer wording and initially delivers his defiant lyrics in an intense
staccato vocal style. West then transitions to a faster, more fluid
flow for the more intricate second and third verses. West considered the release of "I Wonder" as the album's fourth
single. But he instead chose "
Flashing Lights", which he refers to as the "coolest" track on the album. by famed record producer
DJ Premier The beat for "The Glory" was originally made for West's
GOOD Music associate, close friend, and fellow
Chicago hip-hop artist
Common, whose seventh album,
Finding Forever, was being produced and recorded by West simultaneously with
Graduation. As was the case with both their previous albums, certain tracks that West originally crafted for
Finding Forever that Common declined eventually ended up on his own album. "Everything I Am" was yet another song intended for Common but was passed on, a fact which West addresses within the opening lines. The record features turntable
scratches contributed by famed hip-hop record producer DJ Premier. When working on the track, and while following the numerous instructions that were supplied by West, DJ Premier took seven different styles of scratches, including
drum breaks, then cut all of them up into different
rhythms, and scattered them all throughout the track, providing West with many different ideas to choose from. The production of the track was instead handled solely by
Atlanta record producer
DJ Toomp. During an interview with
Rolling Stone, West himself recalled that it was "a very serious moment". Although "Bittersweet Poetry" appears as a Japanese
bonus track on
Graduation, it was actually one of the first songs crafted for
Late Registration. After seeing the 2004 biographical film
Ray together, West and
blues-rock musician
John Mayer decided to collaborate on a record and immediately went back to a recording studio to compose the song "Bittersweet" with the help of Keyshia Cole. This was not the first time West and Mayer collaborated with one another. The two previously worked together to make "
Go!", the third single from Common's sixth studio album
Be, which came about when Mayer went to visit West at The Record Plant in Los Angeles. In the end, because West felt that their song did not coincide well into the overall
soundscape of his second studio album, it was subsequently unincluded. == Musical style ==