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Comparison of noisy speech enhancement algorithms in terms of LPC perturbation

机译:基于LPC扰动的嘈杂语音增强算法的比较

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摘要

A number of noisy speech enhancement algorithms are experimentally compared in terms of linear predictive coding (LPC) perturbations. The enhancement algorithms considered are simple spectral subtraction, spectral oversubtraction with use of a spectral floor, spectral subtraction with residual noise removal, and time-domain and frequency-domain adaptive minimum mean-square-error filtering. LPC perturbations considered are LPC cepstral distance, log likelihood ratios, and weighted likelihood ratio.
机译:根据线性预测编码(LPC)扰动,通过实验比较了许多嘈杂的语音增强算法。所考虑的增强算法包括简单的频谱减法,使用频谱底的频谱超减法,去除残留噪声的频谱减法以及时域和频域自适应最小均方误差滤波。考虑的LPC扰动是LPC倒谱距离,对数似然比和加权似然比。

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