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基于维纳滤波的语音增强研究

Study of speech enhancement based on Wiener filtering

中文摘要英文摘要

谱减法是在语音增强技术中应用最广泛的的技术,但其残留音乐噪声过强;而改进的谱减法在消除残留音乐噪声方面虽有所加强,很难确定算法相应的系数,必须经过大量实验才能得出,因此本文介绍了一种维纳滤波与谱减法相结合的语音增强算法。对采集到的一组真实语音数据分别进行改进谱减法和带维纳滤波的谱减法处理,仿真结果分析表明,带有维纳滤波的谱减法可以提高语音信噪比和可懂度,很好的降低了音乐噪声,大大的满足了语音信号增强的要求。

Spectral subtraction speech enhancement technology is the most widely used technique, but its residual musical noise is too strong; while improved spectral subtraction to eliminate residual musical noise despite the strengthening aspects, it is difficult to determine the appropriate algorithm coefficients must be in order to obtain a large number of experiments, this paper presents a Wiener filtering and spectral subtraction speech enhancement algorithm combined. The collected a set of real speech data respectively improved spectral subtraction and Wiener filtering with spectral subtraction processing, simulation results show that the spectral subtraction with a Wiener filter can improve SNR and speech intelligibility, good reduces the musical noise, greatly enhanced to meet the requirements of the speech signal.

裴东兴、王占选、张波

通信

维纳滤波语音增强改进谱减法信噪比

Wiener filteringspeech enhancementimproved spectral subtractionSNR

裴东兴,王占选,张波.基于维纳滤波的语音增强研究[EB/OL].(2013-08-27)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201308-290.点此复制

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