Listen to Can't Take That Away from Me online. Can't Take That Away from Me is an English language song and is sung by Nancy Fox Hall. Can't Take That Away from Me, from the album Just Singin' Again, was released in the year 2016. The duration of the song is 2:33. Download English songs online from JioSaavn.