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Speech dereverberation algorithm using transfer function estimates with overestimated order

机译:使用高估阶传递函数估计的语音去混响算法

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References(19) Cited-By(2) This paper addresses the blind dereverberation problem of a single-input multiple-output acoustic system. Many conventional approaches require a precise order of the transfer functions. In this paper, we propose an equalization algorithm that is less sensitive to the order misadjustment of the transfer functions. First, the transfer functions are estimated using an overestimated order, and the inverse filter set for these estimated transfer functions is calculated. Since the estimated transfer functions contain a common polynomial, the signal processed by the inverse filter set suffers from the effect of this common polynomial. Then, we extract this polynomial to compensate for the distortion. The proposed algorithm recovers input signal as long as the channel is overestimated. Simulation results show that the proposed method works well even when the order is highly overestimated.
机译:参考文献(19)Cited-By(2)本文解决了单输入多输出声学系统的盲去混响问题。许多常规方法需要传递函数的精确顺序。在本文中,我们提出了一种均衡算法,该算法对传递函数的阶数失调不太敏感。首先,使用高估顺序来估计传递函数,并计算为这些估计的传递函数设置的逆滤波器。由于估计的传递函数包含一个公共多项式,因此由逆滤波器集处理的信号会受到该公共多项式的影响。然后,我们提取该多项式以补偿失真。只要信道被高估,所提出的算法就恢复输入信号。仿真结果表明,即使阶数被高估,该方法也能很好地工作。

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