To expand on what doggy said, marriage to a US citizen shortens the five year residence requirement to three years, but only if those three years are spent married. Three years married will be longer than you would be entitled to under the five year schedule you're currently on. As Doggy said, it won't help you at this point.
Remember, that you can start the naturalization application 90 days in advance of your five years are up.

