I don’t think it’s normal. I am married and we don’t have this kind of stuff happening at all. Personally if I had to live in such discomfort and subject my kids to this I’d rather be single. Occasional arguments are normal. What you described is very uncomfortable and in fact volatile. Sorry you live like this.