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Spektor decided to work with multiple producers on the album. She has compared composing an album to taking a class, and as such, she wanted to have "multiple professors". She also felt the multiple producers would allow them not to worry what the single or big hit would be. The most notable producers include David Kahne, who produced her last album Begin to Hope, and Jeff Lynne, former member of Electric Light Orchestra and The Traveling Wilburys. Although Lynne has an expansive musical background, Spektor did not know of his work when she originally met him. "Regina's songs are like literature," said Lynne, who doesn't usually work with new artists, but said that Spektor's demo tapes blew him away. "It hits you right in the face how brilliant it is," he said. Lynne produced four songs for the album.