Very painful sex and low sex drive :(

Hi everyone! My husband and I got married 9 months ago and we love each other so much! A month before we got married, I started using birth control. Before then, we have had sex and I did not have any problem with my libido or any pain at all. But these past few months, even though I love him and want him more than anything, I can never get myself to want sex. He's really careful and get sad when he hurts me, which probably happens because it's really dry down there :( even when we have the foreplay, I don't feel anything kissing him. We tried lubricants but they don't work as well. 
So I've researched and found out that this is one of the side effects of birth control. While I don't mind using it, I want me and him to have a healthy sex life with no pain, so I've stopped using it a few days ago. 
But I'm scared. We'll try the withdrawal method + <a href="https://play.google.com/store/apps/details?id=com.glow.android">glow app</a>. Did anyone else have the same problem with birth control and stopped using it? Did it get any better? What changed? Thanks!!