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 Moochin' Abouts Stateside Hitlist 1958, was released in the year 2014. The duration of the song is 2:27. Download English songs online from JioSaavn.