R&B influences on Infinity on High are on songs such as "This Ain't a Scene, It's an Arms Race" and two of the album's tracks are produced by R&B singer/producer Babyface.
Influențe R&B pe Infinity on High se află pe cântece ca „This Ain't a Scene, It's an Arms Race” iar două piese de pe album au fost produse de cântărețul/producătorul R&B Babyface.