heat & sewing machine oil and patience. work a little bit at a time on it. i used a hairdryer on one i just bought to melt the lubricant that was gunked up inside.
for shiny parts i used simichrome paste from a local hardware store here. i can't see if you even have shiny parts on that machine, but you might.