How High the Moon was written in 1940 with music by Morgan Lewis and lyrics by Nancy Hamilton. No wonder the female vocal sounds so right. This "live" version in the video below is Les Paul and Mary Ford. And here is another version by Arvell Shaw. Watch Arvell go!
Call me crazy, but I think Mary is lip synching.