Listen to It Must Have Been Love online. It Must Have Been Love is an English language song and is sung by Royal Philharmonic Orchestra. It Must Have Been Love, from the album Valentine's Day - Classical Romance, was released in the year 2012. The duration of the song is 4:43. Download English songs online from JioSaavn.