We study the blind deconvolution problem in the case where the input noise has a finite discrete support. Only the cardinal of the support is supposed to be known. We propose a family of estimates built using algebraic considerations. The estimates are consistent. We consider in particular the case of an AR system where the parameters can be estimated with a finite number of observations.