`` You Must Have Been a Beautiful Baby '' is a popular song with music by Harry Warren and lyrics by Johnny Mercer , published in 1938 by Remick Music Corporation . It was featured in the Warner Brothers movie Hard to Get , released November 1938 , in which it was sung by Dick Powell .

Question: who wrote you must have been a beautiful baby
Answer: music by Harry Warren