Impact-noise suppression with phase-based detection

A. Sugiyama, Ryoji Miyahara, Kwangsoo Park
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引用次数: 10

Abstract

This paper proposes impact noise suppression with a new phase-based detection. Different from any other conventional algorithms which rely on magnitude-based or model-based detection, a new impact-noise detection utilizing phase linearity of the input noisy signal is developed based on an analysis of an impulse. Phase slopes of the input noisy signal is compared with an ideal phase slope obtained from the peak magnitude of the time-domain noisy signal. Phase unwrapping problem is alleviated by the use of a rotation vector of frequency domain components. Evaluation with PESQ for push-button clicks shows an improvement of 0.9 over a conventional noise suppressor for voice communication. Comparison of enhanced signal spectrogram with that of clean speech demonstrates superior enhanced signal quality. The proposed phase-based detection may be combined with an amplitude-based detection for more accurate results.
基于相位检测的冲击噪声抑制
本文提出了一种新的基于相位的碰撞噪声抑制方法。与以往依赖于基于震级或基于模型的检测算法不同,本文基于脉冲分析,提出了一种利用输入噪声信号的相位线性度的冲击噪声检测方法。将输入噪声信号的相位斜率与从时域噪声信号的峰值幅度得到的理想相位斜率进行比较。通过使用频率域分量的旋转矢量来缓解相位展开问题。使用PESQ对按钮点击的评估显示,与用于语音通信的传统噪声抑制器相比,改进了0.9。增强后的信号谱图与干净语音谱图的对比表明增强后的信号质量更好。所提出的基于相位的检测可以与基于幅度的检测相结合以获得更准确的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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