Let’s Get Away from It All is most commonly associated with Frank Sinatra, who had a hit with it as a member of The Pied Pipers while he was a part of Tommy Dorsey’s orchestra. He later recorded it for his Come Fly with Me album as well., But many others have recorded it and it is considered a standard of traditional pop music.