Have you thought about couples counselling - something like Relate?
Paula is right - as someone in your wife's position - "it wasn't me, it was the depression" doesn't actually mean much. Saying you are sorry, acknowledging that things have gone wrong and your part in that but also telling her that you want to work through it. Be honest. Be genuine.