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首页> 外文期刊>IEICE Transactions on fundamentals of electronics, communications & computer sciences >A Step Size Control Method Improving Estimation Speed in Double Talk Term
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A Step Size Control Method Improving Estimation Speed in Double Talk Term

机译:一种提高通话时间估计速度的步长控制方法

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摘要

In this paper, we propose a step size control method capable of quickly canceling acoustic echo even when double talk continues from the echo path change. This method controls the step size by substituting the norm of the difference vector between the coefficient vectors of a main adaptive filter (Main-ADF) and a sub-adaptive filter (Sub-ADF) for the estimation error provided by the former. Actually, the number of taps of Sub-ADF is limited to a quarter of that of Main-ADF, and the larger step size than that applied to Main-ADF is given to Sub-ADF; accordingly the norm of the difference vector quickly approximates to the estimation error. The estimation speed can be improved by utilizing the norm of the difference vector for the step size control in Main-ADF. We show using speech signals that in single talk the proposed method can provide almost the same estimation speed as the method whose step size is fixed at the optimum one and verify that even in double talk the estimation error, quickly decreases.
机译:在本文中,我们提出了一种步长控制方法,该方法即使在回声路径改变继续发生双向通话时也能快速消除声回声。该方法通过用主自适应滤波器(Main-ADF)和子自适应滤波器(Sub-ADF)的系数矢量之间的差矢量的范数代替前者提供的估计误差来控制步长。实际上,Sub-ADF的抽头数量被限制为Main-ADF的四分之一,并且Sub-ADF的步距大于应用于Main-ADF的步距。因此,差矢量的范数迅速接近估计误差。通过将差向量的范数用于Main-ADF中的步长控制,可以提高估计速度。我们显示使用语音信号,在单次通话中,所提出的方法可以提供与步长固定为最佳步长的方法几乎相同的估计速度,并验证即使在通话中,估计误差也会迅速减小。

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