A time-varying smoothing factor for the decision-directed approach in speech enhancement

F. Ykhlef
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Abstract

Frequency domain speech enhancement method is often defined in terms of the a priori SNR (Signal to Noise Ratio). A widely used method to determine the a priori SNR from noisy speech is the decision-directed approach. This paper presents a time-varying smoothing factor in the calculation of the decision-directed approach to improve the speech enhancement. Objective and subjective evaluation confirm superiority in noise suppression and quality of the enhanced speech.
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语音增强中决策导向方法的时变平滑因子
频域语音增强方法通常根据先验信噪比(SNR)来定义。从噪声语音中确定先验信噪比的一种广泛使用的方法是决策导向方法。本文提出了一种时变平滑因子用于决策导向方法的计算,以提高语音增强效果。客观和主观评价证实了增强语音在噪声抑制和语音质量方面的优越性。
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