Listen to Love Won't Let You Get Away online. Love Won't Let You Get Away is an English language song and is sung by Bing Crosby and Rosemary Clooney. Love Won't Let You Get Away, from the album Legend - Bing Crosby, was released in the year 2011. The duration of the song is 2:04. Download English songs online from JioSaavn.