I don't know if you will find suppliers, but if you are in the Tokyo area you may want to visit this street.
http://tokyofashion.com/nippori-fabr...ictures-video/
The biggest fabric store is Tomato:
http://www.nippori-tomato.com/
The craft area is in Shibuya. They have lots of bead stores there.
Enjoy Japan!