"Learn to Fly" is a song by American rock band Foo Fighters, released by Roswell and RCA Records in October 1999 as the lead single from their third studio album, There Is Nothing Left to Lose. From Wikipedia
The singer reimagined the Foo Fighters classic during her Kellyoke segment, showcasing her vocal depth and paying homage to her admiration for the band.