基于子空间的语音增强的全流水线CORDIC实现

P. Sinha, M. Swamy, P. Meher
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引用次数: 0

摘要

提出了一种用于协方差矩阵同时对角化的全流水线CORDIC体系结构。作为一个例子,考虑了基于子空间的语音增强问题,其中语音和噪声的协方差矩阵同时对角化。为了比较所提算法的系统性能,从不同噪声水平下的信噪比和平均吠声频谱失真的角度给出了语音增强的客观测量。此外,还研究了该架构在Xilinx FPGA上的资源利用率。
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Fully-pipelined CORDIC implementation of subspace-based speech enhancement
This paper presents a fully-pipelined CORDIC architecture for the simultaneous diagonalization of the covariance matrices. As an example, the problem of speech enhancement in a subspace based approach is considered, where in the covariance matrices of speech and noise are diagonalized concurrently. In order to compare the system performance of the proposed algorithm, objective measurements of speech enhancement are shown in terms of the signal to noise ratio and mean bark spectral distortion at various noise levels. In addition, the resource utilization of the proposed architecture on a Xilinx FPGA is studied.
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