Parla or Parlá is a surname. Notable people with the surname include:

Alicia Parla (1914–1998), Cuban American rhumba dancer and hospital administrator José Parlá (born 1973), American contemporary artist (born 1976), Italian swimmer

See also Parla, a municipality in the Community of Madrid, Spain