Listen to Love Don't Cost A Thing (Album Version) online. Love Don't Cost A Thing (Album Version) is an English language song and is sung by Jennifer Lopez. Love Don't Cost A Thing (Album Version), from the album Various Artists / Number 1s (International Version - 2CD set), was released in the year 2004. The duration of the song is 3:41. Download English songs online from JioSaavn.