Listen to They Can't Take That Away from Me online. They Can't Take That Away from Me is an Unknown language song and is sung by Etta Jones. They Can't Take That Away from Me, from the album Hollar, was released in the year 2015. The duration of the song is 2:49. Download Unknown songs online from JioSaavn.