Listen to Catch a Falling Star online. Catch a Falling Star is an English language song and is sung by Perry Como. Catch a Falling Star, from the album Hepcat - 150 Classic Smooth Tracks, was released in the year 2013. The duration of the song is 2:31. Download English songs online from JioSaavn.