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NEW YORK (AP) -- Lady Gaga, Eminem, Katy Perry are set to perform at the 53rd annual Grammy Awards.

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The Recording Academy announced Thursday that the nominees will hit the stage at the awards show. It airs live on Feb. 13. Arcade Fire, Cee Lo Green and Miranda Lambert will also perform.

Eminem leads this year with 10 nominations. He's won 11 Grammy awards throughout his career. Lady Gaga is up for six awards, while Green and Perry are up for four. Arcade Fire and Lambert each have three nominations.

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Other top nominees include Bruno Mars with seven and Lady Antebellum and Jay-Z, who each have six.

The award show will air on CBS from the Staples Center in Los Angeles.