It was a father in my case, not a spouse. No, they don't change. They just pretend for a while, to get you to stay.

You owe it to the children to leave forever.

Do you really think you are succeeding in providing a safe space for them? It's the number one thing a parent should do. Make them safe. You are both failing horribly at this.