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Theoretical analysis of musical noise in generalized spectral subtraction: Why should not use power/amplitude subtraction?

机译:广义谱减法中音乐噪声的理论分析:为什么不应该使用功率/幅度减法?

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In this paper, we provide a new theoretical analysis of the amount of musical noise generated via generalized spectral subtraction based on higher-order statistics. Power spectral subtraction is the most commonly used spectral subtraction method, and in our previous study a musical noise assessment theory limited to the power spectral domain was proposed. Therefore, in this paper, we propose a generalization of our previous theory on spectral subtraction for arbitrary exponent parameters. We can thus compare the amount of musical noise between any exponent domains from the results of our analysis. We also clarify that less musical noise is generated when we choose the lower exponent spectral domain; this implies that there is no theoretical justification for using power/amplitude spectral subtraction.
机译:在本文中,我们提供了一种基于高阶统计量的通过广义谱减法产生的音乐噪声量的新理论分析。功率谱减法是最常用的谱减法,在我们以前的研究中,提出了一种音乐噪声评估理论,该理论仅限于功率谱域。因此,在本文中,我们对任意指数参数的光谱减法理论进行了概括。因此,我们可以根据分析结果比较任何指数域之间的音乐噪声量。我们还明确,当我们选择了下指数谱域产生更少的音乐噪声;这意味着使用功率/幅度频谱减法没有理论依据。

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