Listen to Return to Me online. Return to Me is an English language song and is sung by Dean Martin. Return to Me, from the album Moochin' Abouts Stateside Hitlist 1958, was released in the year 2014. The duration of the song is 2:24. Download English songs online from JioSaavn.