Listen to Falling In Love With Love online. Falling In Love With Love is an English language song and is sung by Frank Sinatra. Falling In Love With Love, from the album The 100th Birthday Swing Album, was released in the year 2015. The duration of the song is 1:50. Download English songs online from JioSaavn.