Listen to I Wanna Be Loved online. I Wanna Be Loved is an English language song and is sung by Elvis Costello & The Attractions. I Wanna Be Loved, from the album 100 80s, was released in the year 2012. The duration of the song is 4:47. Download English songs online from JioSaavn.