Add the water, sugar, vanilla bean, and vanilla bean scrapings into a saucepan. Stir the mixture over low heat until the sugar dissolves. Allow the liquid to simmer for 10 minutes or until the liquid becomes thick. Add the peaches, and continue to cook over low heat for 5 minutes until peaches are poached.