Yes, but we observe more gold and other heavy elements than can be attributed to supernovae alone. Events like neutron star mergers might help explain where the rest comes from.
is that really significant? There are about 10 supernovas in the universe per second; neutron star mergers must to be at least 2 orders of magnitude rarer, estimating based on the percentage of stars that wind up becoming neutron stars