A Time-Recursive Adaptive Algorithm for Colored Noise Reduction in Speech Enhancement

R. Udrea, N. Vizireanu, C. Oprea, I. Pirnog
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引用次数: 3

Abstract

We propose an improved spectral subtraction method for the reduction of colored acoustic noise added to the speech. Our implementation uses a time-recursive algorithm for estimation of the noise power spectral density and a multi-band spectral over subtraction method to reduce the colored noise. Simulations show a better quality in terms of Itakura Saito distance and perceptual evaluation of quality for the enhanced speech. Using the proposed speech enhancement method, a very good speech quality with less musical noise and with minimal speech distortion is obtained.
语音增强中有色噪声降噪的时间递归自适应算法
我们提出了一种改进的频谱减法方法来减少语音中的有色噪声。我们的实现使用时间递归算法来估计噪声功率谱密度,并使用多波段光谱过减方法来减少彩色噪声。仿真结果表明,增强语音在Itakura Saito距离和感知质量评价方面具有更好的质量。采用所提出的语音增强方法,可以获得较好的语音质量,音乐噪声较小,语音失真最小。
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