Listen to I've Never Been In Love Before online. I've Never Been In Love Before is an English language song and is sung by Mel Torme. I've Never Been In Love Before, from the album Jazz Story - 100 Masterpieces, was released in the year 2012. The duration of the song is 2:55. Download English songs online from JioSaavn.