How long will I have to pay mortgage insurance?

My wife and I did not put a down payment on our house so we have to pay about $65/mo in mortgage insurance. We have very good credit and have made all payments on time. When do we get to stop paying this? I thought I remembered 2 years, but I'm not sure.
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