As Faye Scruggs (her married name), she became a regular performer in New York nightclubs in the late 1940s and early 1950s. While performing in Atlanta, Georgia, she was discovered by singer Ruth Brown, who won her an audition with bandleader Joe Morris of Atlantic Records. Changing her name to Faye Adams, Morris recruited her as a singer in 1952, and signed her to Herald Records. Her first release was Morris's song "Shake a Hand", which topped the U.S. R&B chart for ten weeks in 1953 and made number 22 on the U.S. pop chart.

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