For regular polishing use silver cloth or for a deeper clean - silver dip both available from many supermarkets and follow the manufacturers instructions.

Avoid contact of the pearls with perfume, hairspray and never put them in silver dip because it will affect and damage their lustre. Clean them in water and dry through.