The invention is directed to denoising techniques for electrograms, or other biomedical signals, in which wavelet transformations are used in the denoising process. Stored articles are contained within the holding compartment. For example, the resilient member may separate or isolate one or more sides of a brush from an adjacent surface of a brush holder.