Women have been involved in jazz since the early 1920s, not just as vocalists but as instrumentalists, composers and arrangers. An understanding of jazz would not be complete without highlighting the influence and contributions of women—such as Bessie Smith, Valaida Snow, Mildred Bailey, Mary Lou Williams, Billie Holiday, Ella Fitzgerald and Sarah Vaughn.