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Houghton won gold medals in the 2004 World Rowing Cups at both Lake Malta Poznań, Poland and Rotsee Lucerne, Switzerland, partnered by Alison Mowbray, Debbie Flood and Rebecca Romero - the first British women's quad to beat the Germans in this event.
Teamed with Helen Glover in the women's coxless pair under the tutelage of Robin Williams, Swann completed a clean sweep of three victories at the World Rowing Cup, winning gold at Penrith Lakes, Australia in March; Eton Dorney, London in June; and Lucerne Rotsee in July.
Teamed with Frances Houghton in the women's double scull, she won a bronze medal at the World Rowing Cup event at Penrith Lakes, Australia in January, and a gold medal at Eton Dorney, London in June.