Listen to They Can't Take That Away from Me online. They Can't Take That Away from Me is an English language song and is sung by Dizzy Gillespie. They Can't Take That Away from Me, from the album The Legendary Music of Artie Shaw, Firehouse Five plus Two, Dizzy Gillespie, Chet Baker and Other Hits, Vol. 4 (150 Songs), was released in the year 2013. The duration of the song is 4:26. Download English songs online from JioSaavn.