Listen to Falling in Love Again online. Falling in Love Again is an English language song and is sung by Billie Holiday. Falling in Love Again, from the album Valentine's Compilation, Vol. 4 (The Music of Your Love), was released in the year 2015. The duration of the song is 2:59. Download English songs online from JioSaavn.