Nice job replacing the belt.
If your lathe is a rebadged Southbend, the taper is likely not a Morse Taper. You will need to make a custom taper based on measuring the taper angle. A pain. I do not know why SB did the proprietary taper.
If you want to purchase an adapter, this US shop sells them.
Miller Fabrication