Calling your lover "mom" isn't a great progress. More like a perfect way to kill any romantic feeling in the relationship and replace them with being weirded out.
Don't be harsh with him bros, the dude was alone all of his life, she's the first parental figure he has, since he doesn't know what to have a mom is, that's the closest for the dude.