LIU Jian-qiang, FENG Da-zheng, ZHOU Yi. Blind Separation of Convolutive Speech Mixtures with Post-Processing Based on Multichannel Signal Enhancement[J]. Acta Electronica Sinica, 2007, 35(12): 2389-2393.
LIU Jian-qiang, FENG Da-zheng, ZHOU Yi. Blind Separation of Convolutive Speech Mixtures with Post-Processing Based on Multichannel Signal Enhancement[J]. Acta Electronica Sinica, 2007, 35(12): 2389-2393.DOI:
Due to the imprecision for solving the permutation ambiguity problem
the frequency domain methods for convolutive blind separation have their fundamental limitations in separation quality.Without additional priori information
a post-processing approach is proposed to further attenuate spatial interference from competing sources and noise.Firstly
an
M×N
multiple-input multiple-output (MIMO) system is converted into
N
single-input multiple-output (SIMO) systems by splitting spectrogram technique
and then the transfer functions ratios and generalized sidelobe canceller are employed to reconstruct source signals from the
N
SIMO systems respectively.The performance of the proposed algorithm is demonstrated by computer simutation results.