Yes I believe depression can have something to do with a low sex drive. But I also find that mania can cause an increase in sex drive. I would like to suggest talking with your partner and honestly explain what's happening with you it wouldn't be unusual for men to get the wrong opinion about your actions.

I would also like to suggest talking with your doctor about any problems mental or physical there are many different things that can cause symptoms of depression or mania.