Listen to Come Fly With Me online. Come Fly With Me is an English language song and is sung by Michael Buble (Karaoke). Come Fly With Me, from the album Karaoke: Michael Buble, was released in the year 2011. The duration of the song is 3:20. Download English songs online from JioSaavn.