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Conventional algorithms for independent component analysis do not necessarily work well for real-world data. One of the reasons is that, in actual applications, the convolutive mixing matrix is often almost singular at some part of frequency range and it can cause a certain computational instability. This paper proposes an approach to overcome this singularity problem. The algorithm is based on the...
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