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    • 1. 发明申请
    • METHOD AND DEVICE FOR ESTIMATING SOURCE SIGNALS FROM A MIXTURE SIGNAL
    • 用于从混合信号估计信号信号的方法和装置
    • WO2010076412A2
    • 2010-07-08
    • PCT/FR2009001422
    • 2009-12-14
    • CENTRE NAT RECH SCIENTBIMBOT FREDERICGRIBONVAL REMIARBERET SIMONOZEROV ALEXEY
    • BIMBOT FREDERICGRIBONVAL REMIARBERET SIMONOZEROV ALEXEY
    • G06K9/62G06F17/10G06F17/18H04R3/00
    • G06K9/0057G01V1/28G01V2210/20
    • The invention pertains to the field of methods for estimating source signals from a multichannel mixture signal, and the aim of the invention is to carry out a reliable estimation of the properties of source signals without necessarily requiring prior information from the statistic model of each source. Accordingly, the invention relates to a method for separating source signals from a mixture signal (X) corresponding to a combination of source signals (10), said method comprising: a step of acquiring a mixture signal (X), a step of estimating the characterisations of the source signals (z) from the mixture signal (X) and a step of learning source models (Ë) from the characterisations of the source signals (z). The characterisations of the source signals (z) mainly comprise an intermediate estimation of the source signals (s) enriched by auxiliary information (Ë) indicative of the local statistical properties of said intermediate estimation, and the source models (I) describe the general statistical properties of the source signals (10) emitted by the sources present in the mixture. The method further comprises the step of estimating the source signals (S) from the mixture signal (X), the characterisations of the source signals (z) and the source models (Ë).
    • 本发明涉及用于从多信道混合信号估计源信号的方法领域,本发明的目的是对源信号的性质进行可靠的估计,而不需要来自每个源的统计模型的先验信息。 因此,本发明涉及一种从与源信号(10)的组合对应的混合信号(X)中分离源信号的方法,所述方法包括:获取混合信号(X)的步骤, 来自混合信号(X)的源信号(z)的特征以及从源信号(z)的特征学习源模型(Ë)的步骤。 源信号(z)的特征主要包括由指示所述中间估计的局部统计特性的辅助信息())丰富的源信号的中间估计,并且源模型(I)描述一般统计 由混合物中存在的源发射的源信号(10)的性质。 该方法还包括从混合信号(X),源信号(z)和源模型(Ë)的特性估计源信号(S)的步骤。