Asako Watanabe (born December 5, 1969) is a Japanese sprint canoer who competed in the mid 1990s. At the 1996 Summer Olympics in Atlanta, she was eliminated in the repechages of the K-2 500 m event and the semifinals of the K-4 500 m event.