Bitter (seville) orange substitute?

I'm going to make duck a l'orange tonight for the first time and have heard that it is preferable to use bitter oranges - but they don't sell them near me so I bought regular oranges instead. Is there anything I can use to get it to taste more like it should - adding some white vinegar...?