When I had my first baby 40 years ago, having the father at the birth was a new thing and unless your birthing partner is vital to the safe delivery of your baby, which generally they aren't, you can give birth without them.
My then husband wasn't at the next two and tbh it made not one iota of difference.
The midwife was there, also other staff - couldn't tell you what they did - but women will be fine without their partners.
I know it's not ideal for many women, as I said in my pp, but women have been giving birth this way for a very long time and you will cope. You will not be giving birth alone, as the thread title claims.
We're not living in normal times, unfortunately.