Listen to Spanish Harlem online. Spanish Harlem is an English language song and is sung by Tom Jones. Spanish Harlem, from the album Greatest Hits.. Vol. 4, was released in the year 2003. The duration of the song is 2:12. Download English songs online from JioSaavn.