Listen to Come Fly With Me online. Come Fly With Me is an English language song and is sung by Count Basie And His Orchestra. Come Fly With Me, from the album Frankly Basie / Count Basie Plays The Hits Of Frank Sinatra, was released in the year 2007. The duration of the song is 2:42. Download English songs online from JioSaavn.