Listen to It Must Have Been Love online. It Must Have Been Love is an English language song and is sung by Jessica Mauboy. It Must Have Been Love, from the album The Secret Daughter - The Secret Edition (The Songs You Loved from the Original 7 Series), was released in the year 2017. The duration of the song is 3:37. Download English songs online from JioSaavn.