This paper proposes an initialization for multichannel nonnegative matrix factorization (MNMF) using nonnegative independent component analysis(NICA). This method is an application of the method proposed for single-channel NMF in the past to MNMF. The experimental results of music separation indicate that the proposed method outperforms the conventional method.
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