Then I looked into the registry table and found that the default value of KEY HKCR\Famitracker.Module\DefaultIcon\ is E:\FAMITR~1\FAMITR~1.EXE,1
I replaced "1" (at the end of the value) with "0", re-logged into Windows, and the default icon was back.

