Listen to Falling in Love with Me online. Falling in Love with Me is an English language song and is sung by Clifford Brown & Art Farmer Swedish All-Stars. Falling in Love with Me, from the album The Anthology Album, was released in the year 2015. The duration of the song is 5:21. Download English songs online from JioSaavn.