Listen to Hang on to Me online. Hang on to Me is an English language song and is sung by Fred Astaire and Adele Astaire. Hang on to Me, from the album The Great Lyricists – Ira Gershwin, was released in the year 2013. The duration of the song is 2:51. Download English songs online from JioSaavn.