Does my partner transitioning from male to female invalidate our marriage, and what happens if we stay together?

I am legally married to a person, and was legally married to them before reverting to Islam. At the time of our Shaddah, this person was presenting as male. Since that time, my spouse is undergoing transition to become a female. Does this invalidate my marriage? If I decide to stay with my spouse, what happens to me?