Listen to I Wanna Be Loved online. I Wanna Be Loved is an English language song and is sung by The Andrews Sisters. I Wanna Be Loved, from the album Hits of The '50s, was released in the year 2010. The duration of the song is 3:16. Download English songs online from JioSaavn.