"Baby What You Want Me to Do" is an unreleased song Harry Nilsson recorded with Bill Martin in 1970.

Into this Jimmy Reed blues number, Harry inserts a verse from Scott Turner's Please Mr. Music Man. Harry had recorded Please Mr. Music Man along with 21 other songs during a marathon one-night recording session in 1962 and had probably not heard the song since. (Source: Curtis Armstrong)