Listen to This Poor Heart Of Mine online. This Poor Heart Of Mine is an English language song and is sung by Marvin Gaye and Tammi Terrell. This Poor Heart Of Mine, from the album The Complete Duets, was released in the year 2001. The duration of the song is 2:45. Download English songs online from JioSaavn.