I'm afraid to make love to my wife

My wife and I hit it off the moment we met four years ago. If it was not love at first sight, it was something powerful. I practically proposed to her that day and she was also taken by me.
She visited me the third day we met and we had sex that day. It was steamy and hot. Hers wasn't about being shy or does this guy think I'm cheap. When I made my first move to kiss her, she just raise her brow but allowed me to kiss her. Soon, I was touching her boobs and I could hear her moans. It wasn't long before I got her skirt off and her panties. I couldn't
believe my luck. Who have sex on the first date? We make love their on the coach. But, I noticed something else, she was a screamer. Just, having my lips and tongue on her nipples got her thrashing and screaming. Being the first time I was not bothered. I was anyway, thinking it won't happen again. Who sleeps with the man on the first date. She must be cheap, I thought.
The first round was fast and it was quickly over. Before she left that day, we had another round of sex. When she was ready to leave I escorted her but I couldn't help but noticed my neighbour looks. Then, I live in a one room apartment so you can imagine, the numbers of eyes. They were whispering to one another, and it didn't immediately make sense to me until later. I was so embarrassed when I realised it was because of the screams.Days after, I didn't bother to call or text her, I just want to forget her but she called and before long I invited her over again and we built a good
relationship.
I discovered more about her when She started sleeping over. She has a very good heart and well manner. She was not excessive in her dressing or dress bad. She was respectful and a good cook. So what more can a guy ask for. But the screams are the problems and I dread making love to her. She did scream and scream. Must I put the radio or TV on whenever I make love to her. Her screams embarrasses me. Six months into Into our relationship, I got a new job with an oil servicing company which comes with a good pay check. It was a good sign for me. Two months later, I moved into a 3 bedroom apartment. A month later, I proposed to her and we quickly got married. On our wedding night was sweet and at the same time an embarrassment. Two of my groom men, who couldn't go back that day and had to sleep in gave me some dirty look. I was embarrassed cos I know it cos of my wife's screams. Another incident was at my younger brother's wedding recently. We had lodged at a hotel in Ekiti State, which is the bride's hometown. Do you know what my mother said to me in Yoruba? She asked me, why was my wife always screaming during sex. That everyone could hear her loud moans while we make love. If the ground could have swallow me, I would have willing allowed it at that moment.
Now, I am getting tired of it, I am getting embarrassed whenever my siblings comes visiting. I am a very virile man and I want to make love to my wife whenever I want but I screams which I have complained about without any solution is giving me serious. My wife simply cannot help screaming. I love her but What can I do cos once I can't take it anymore, I'm afraid of what I will do. Pls, help me...