Listen to Falling In Love With Love online. Falling In Love With Love is an English language song and is sung by Oscar Peterson. Falling In Love With Love, from the album Essential Jazz Masters, was released in the year 2009. The duration of the song is 6:17. Download English songs online from JioSaavn.