Listen to Medley: Let's Fall in Love online. Medley: Let's Fall in Love is an English language song and is sung by Woody Herman and Erroll Garner. Medley: Let's Fall in Love, from the album Laura, was released in the year 2013. The duration of the song is 10:25. Download English songs online from JioSaavn.