To my best knowledge Japanese had slaves only in far ancient times; other periods there are forced labour stuff for criminals (siminlar to those of China/Korea labor camps) but that's another nature.

Then there's a crap period around WWII with comfort woman and slavery in conquered Asia (to which NUKING Japan became the appropriate response). But overall their culture on ancient slavery is not nearly as prevailant as Muslim countries.