Album of the Year: The Suburbs -- Arcade Fire Best Pop Performance by a Duo or Group: Hey, Soul Sister (Live) -- Train Best Female Country Performance: The House That Built Me -- Miranda Lambert Best Rock Album: The Resistance -- Muse Best Pop Vocal Album: Fame Monster -- Lady Gaga Best Country Album: Need You Now -- Lady Antebellum Song of the Year: Need You Now -- Lady Antebellum Best New Artist: Esperanza Spaldin Best Rap Album: Recovery -- Eminem Record of the Year: Need You Now -- Lady Antebellum Best Dance Recording: Only Girl in the World -- Rihanna Best Rap Song: Empire State of Mind Best Male Country Performance: 'Til Summer Comes Around -- Keith Urban Female R&B Vocal Performance: Fantasia Male R&B Vocal Performance: There Goes My Baby -- Usher R&B Performance by a Duo or Group With Vocals: Soldier of Love -- Sade Contemporary R&B Album: Raymond V Raymond -- Usher Rap/Sung Collaboration: Empire State of Mind -- Jay-Z & Alicia Keys, Rap Solo Performance: Not Afraid -- Eminem