鲁棒语音增强接口自适应消噪器的FPGA实现

V. Rodellar, A. Álvarez, C. Conzalez, P. Gómez, E. Martinez
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引用次数: 8

摘要

本文介绍了一种可用于构建鲁棒语音增强接口的自适应消噪器的设计和实现结果。所采用的算法在实时应用中具有很好的性能。其主要缺点是需要计算多次除法运算,计算成本高。此外,由于算法中隐含的变量的上界和下界范围很广,因此在不动点表示中,算法的准确性至关重要。为了解决这一问题,研究了精度,并根据得到的结果对每个变量采用了特定的字长。该算法已在Altera和Xilinx fpga上使用高级合成工具实现。分析和讨论了对所有变量采用固定的40位格式和对每个变量采用特定的字长时的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FPGA Implementation of an Adaptive Noise Canceller for Robust Speech Enhancement Interfaces
This paper describes the design and implementation results of an adaptive Noise canceller useful for the construction of robust speech enhancement interfaces. The algorithm being used has very good performance for real time applications. Its main disadvantage is the requirement of calculating several operations of division, having a high computational cost. Besides that, the accuracy of the algorithm is critical in fixed-point representation due to the wide range of the upper and lower bounds of the variables implied in the algorithm. To solve this problem, the accuracy is studied and according to the results obtained a specific word-length has been adopted for each variable. The algorithm has been implemented for Altera and Xilinx FPGAs using high level synthesis tools. The results for a fixed format of 40 bits for all the variables and for a specific word-length for each variable are analyzed and discussed.
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