一种采用心理声学激励加权因子的改进的感知语音增强技术

Md. Jahangir Alam, S. Selouani, D. O'Shaughnessy
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引用次数: 0

摘要

感知语音增强(SE)后对语音成分的抑制降低了增强信号的噪声掩蔽阈值(NMT)水平。这可能会重新引入最初被掩盖但未被去噪滤波器处理的噪声成分,从而有利于音乐噪声的出现。本文提出了一种改进的基于感知动机加权因子的感知语音增强算法,该算法可以有效地抑制背景噪声,而不会在使用感知语音增强方法的增强信号中引入太多失真。在不同噪声环境下,采用分段信噪比和语音质量感知评价(PESQ)指标对所提增强算法的性能进行了评价,结果优于感知语音增强方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An improved perceptual speech enhancement technique employing a psychoacoustically motivated weighting factor
Suppression of speech components after perceptual speech enhancement (SE) lowers the noise masking threshold (NMT) level of the enhanced signal. This may re-introduce noise components that are initially masked but not processed by the denoising filter, thereby, favoring the emergence of musical noise. This paper presents a modified perceptual speech enhancement algorithm based on a perceptually motivated weighting factor to effectively suppress the background noise without introducing much distortion in the enhanced signal using the perceptual speech enhancement methods. The performance of the proposed enhancement algorithm is evaluated by the Segmental SNR and Perceptual Evaluation of Speech Quality (PESQ) measures under various noisy environments and yields better results compared to the perceptual speech enhancement methods.
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