No, your spouse is never your dependent. Your options are Married Filing Jointly (MFJ) or Married Filing Separately (MFS). If you file separately and if you live in a community property state, there are rules about allocating income that you must adhere to.
You get more room for tax breaks when you file MFJ and lower tax rates.