READ MORE: Andrea Bocelli sings Elvis Presley's Can't Help Falling In Love WATCHThe melody for Can't Help Falling In Love is based on Plaisir d'amour, a well known French love song composed in 1784 by Jean-Paul-Égide Martini. Originally the track was written for a female singer and was called Can't Help Falling In Love With Him.