In this report, we propose to reduce calculation in the blind source separation of the convoluted mixtures using second order statistics. We using the Discrete Cosine Transform coefficient and basis vectors instead of computing eigenvalues and eigenvectors of autocorrelation function of the observed source. We confirm that our method is equivalent to traditional method by the performance on the listening tests.
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