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According to Chewin The Phat:

Eminem Confirmed for VMAs
Eminem is the latest artist to sign on for the MTV Video Music Awards, which air live from L.A. on September 12th. Em, whose Recovery album is up for eight Moonmen, joins B.o.B, Justin Bieber, Kanye West and Drake on the list of performers