  We consider Fuchsian singularities of arbitrary genus and prove, in a
conceptual manner, a formula for their Poincar\'e series. This uses Coxeter
elements involving Eichler-Siegel transformations. We give geometrical
interpretations for the lattices and isometries involved, lifting them to
triangulated categories.
