Leather belting is not difficult to find if you look in the right places.
Round belting is available in the two most common sizes from industrial
sewing machine suppliers.  Flat and Vee belting can be ordered from any
industrial supplier who sells transmission and drive equipment.  Look in
the yellow pages under ball bearings.