使用组合自适应滤波的语音增强

A. Abdollahy, M. Geravanchizadeh
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引用次数: 4

摘要

组合方法提供了一种有趣的方法来提高自适应滤波器的性能。在本文中,我们使用其中一种方法,即两个横向滤波器的达西亚凸组合来进行语音增强。此外,研究了固定步长和可变步长两种情况。我们的仿真结果表明,变步长版本的算法在收敛速度和稳态误差方面优于另一种情况。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Speech enhancement using combinational adaptive filtering
Combination approaches provide an interesting way to improve adaptive filter performance. In this paper, we use one of such approaches known as dasiaconvex combination of two transversal filterspsila for speech enhancement. In addition, both fixed and variable step size cases are examined. As our simulation results show, the variable step size version of the algorithm outperforms the other case in a sense of convergence rate and steady-state error.
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