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 Frank Sinatra. I've Never Been In Love Before, from the album The Mega Collection, was released in the year 2015. The duration of the song is 3:38. Download English songs online from JioSaavn.