You can't file your spouse as a dependent. When you file a joint return, you'll get exactly the same personal exemption amount for her that a dependent would get ($4050 in 2016).
You can file a joint return even if your spouse had no income.
**Answers are correct to the best of my ability but do not constitute tax or legal advice.
