Following the release of their greatest hits album, "" (2006), the Sugababes went back into the studio to work with a number of American producers on their then-untitled fifth studio album, the band's first full studio album with Amelle Berrabah. Collaborators on the album include Dr. Luke, Danish production team Deekay, and Novel as well as previous collaborators Xenomania, Dallas Austin and Jony Rockstar. Although, it was Amelle's first production, some of the songs from the album were leftover tracks that were originally intended to appear on "Taller in More Ways" (2005).