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 Sarah Vaughan. They Can't Take That Away from Me, from the album 101 Female Jazz Vocals, was released in the year 2011. The duration of the song is 2:40. Download English songs online from JioSaavn.