Heart and lung sound signals measured from the surface of skin can be considered as independent source signals whose nature is unknown, but their resultant measured signal on the skin is a convolution of these signals with the impulse response of their transmission media [4]. Heart sound separation can be considered as a blind deconvolution problem. Hence an approach of independent component analysis can be used to solve this problem. The separation of heart sound is considered to be a multichannel blind convolution problem