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She made the transition to adult roles with her performances in Sofia Coppola's Lost in Translation, for which she won a BAFTA Award, and Girl with a Pearl Earring, both of which earned her Golden Globe Award nominations in 2003. A role in A Love Song for Bobby Long earned her a third Golden Globe for Best Actress nomination. Following an appearance in The Island, Johansson garnered a fourth Golden Globe nomination, for Best Supporting Actress, for her role in Woody Allen's Match Point. She followed that with another Allen film, Scoop, with Hugh Jackman. A role in Brian de Palma's film noir The Black Dahlia was followed by a second role opposite Hugh Jackman in The Prestige, also starring Christian Bale.
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On May 20, 2008, Johansson debuted as a vocalist on her first album, Anywhere I Lay My Head, which included cover versions of Tom Waits songs. Her second album, Break Up, with Pete Yorn was released in September 2009.