He's afraid

Im posting this anon because well I don't wish for it to be found by my SO. 
I'm 37 weeks pregnant with my first, his 4th. But I noticed early on that scenes and sex slowed A LOT! And have completely disappeared now. It bothers me and I well called him out on it and he said it's because I'm moody/argumentative and because he's afraid to touch me being pregnant. 
We've only done 4 freaking scenes in the last 8mo (found out when we were 4 weeks along). I had to ask and actually bother him for 3 of those. I guess I'm just venting but I'm extremely frustrated and it's making me feel like I've already lost who I was because of the baby and now although I love her I get annoyed with being pregnant because it's taken away everything I once enjoyed such as the 2 things here and many more.
Any advice on how to cope with the next 10 weeks before I'm not only not pregnant anymore but able to have a semi normal body back?