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"Catch Me If You Can" is a song recorded in two languages (Japanese and Korean) by South Korean girl group Girls' Generation. The Korean version was released by S.M. Entertainment and KT Music on April 10, 2015, while the Japanese version was released on April 22 by EMI and Universal Music Japan. The song was composed by Erik Lidbom and Jin Choi, with the Korean lyrics written by Mafly and Choe A-Leum, and the Japanese lyrics written by Junji Ishiwatari and Jeff Miyahara. Musically, it was described by critics as an EDM track. The song marked the first release of Girls' Generation as an eight-member group following the dismissal of Jessica in September 2014.
It has been described as a song with a "strong dance beat, with a sexy refrain that will stick in your ears."