2. Eindhoven University of Technology,Eindhoven,The Netherlands
3. 四川大学电子信息学院四川成都,610064
4. Eindhoven University of TechnologyEindhovenThe Netherlands
作者简介:
基金信息:
DOI:
CLC:TN912.3
Published:2002
稿件说明:
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HE Pei-yu, YIN Bin, P.C.W.Sommen. An Effective Simplified Mixing Model in Audio Blind Signal Separation[J]. Acta Electronica Sinica, 2002, 30(10): 1438-1440.
DOI:
HE Pei-yu, YIN Bin, P.C.W.Sommen. An Effective Simplified Mixing Model in Audio Blind Signal Separation[J]. Acta Electronica Sinica, 2002, 30(10): 1438-1440.DOI:
An Effective Simplified Mixing Model in Audio Blind Signal Separation
A novel simplified mixing model (SMM) is proposed for audio blind signal separation (ABSS).The SMM uses the fact that the room impulse responses from a single source to two closely spaced (approximately several 10 cms apart from each other) microphones are very similar.Only the difference between these two impulse responses is needed.As a result
the computational complexity of ABSS is reduced to some extent.A real-time blind signal separation DSP experimental system has been designed and implemented based on the SMM.The real-time experimental results have shown that the proposed simplified mixing model is effective and feasible. In particular
the blind signal separation performance can be improved considerably by introducing a time delay to solve the inverse problem of a non-minimum phase transfer function.