I remember having babies and feeling like someone wanted something from me every moment of the day, and at times sex felt like just another thing someone wanted from me (even though I was not in a sex starved marriage and our sex life was good).
The answer to that, I think, is date night. Get a good reliable sitter and start having regular date nights. She needs the space to get away from child rearing. You need to woo her.