Listen to Such Unlikely Lovers online. Such Unlikely Lovers is an English language song and is sung by Elvis Costello and Burt Bacharach. Such Unlikely Lovers, from the album Painted From Memory, was released in the year 1998. The duration of the song is 3:24. Download English songs online from JioSaavn.