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/振幅减法?

Takayuki Inoue, Yu Takahashi, H. Saruwatari, K. Shikano, Kazunobu Kondo
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引用次数: 11

摘要

本文提出了一种基于高阶统计量的广义谱减法产生音乐噪声量的新理论分析方法。功率谱减法是最常用的谱减法,在前人的研究中提出了一种局限于功率谱域的音乐噪声评价理论。因此,在本文中,我们提出了一个推广我们以前的理论对任意指数参数谱减法。因此,我们可以从分析结果中比较任何指数域之间的音乐噪声量。我们还澄清了当我们选择低指数谱域时,产生的音乐噪声较少;这意味着没有使用功率/振幅谱减法的理论依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Theoretical analysis of musical noise in generalized spectral subtraction: Why should not use power/amplitude subtraction?
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.
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