Take a jumper cable and run it from the positive battery terminal directly to the starter. See if the condition improves.

If not, take the same jumper cable and connect it from a good engine ground near the starter to the negative battery terminal.

See if the condition improves.

Report back.

If neither approach helps the crank speed, replace the starter.