Voce is a surname. Notable people with the surname include:
Amy Voce, English radio presenter Bill Voce (1909–1984), English cricketer Gary Voce (born 1965), American NBA player John Voce (born 1963), English actor Lello Voce (born 1957), Italian poet Luna Voce (born 1988), Dutch-Italian model Maria Voce (1937–2025), Italian lawyer and president of the Focolare Movement Regina Voce, Mexican drag queen and singer Steve Voce (1933–2023), British journalist Tony Voce (1980–2024), American ice hockey player Vincenzo Voce (born 1962), Italian politician