Listen to We Hate To Leave online. We Hate To Leave is an English language song and is sung by Frank Sinatra and Gene Kelly. We Hate To Leave, from the album Anchors Aweigh - Original Cast Sountrack, was released in the year 2010. The duration of the song is 1:41. Download English songs online from JioSaavn.