Frances "Frankie" Gershwin (December 6, 1906 – January 18, 1999), was an American singer.

She was born in Manhattan, New York, the younger sister of George, Ira and Arthur Gershwin. She was the first of the Gershwin family to perform as a child, and she brought home a good sum of money for the time.