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The Speech Enhancement Based on the Speech Absence Probability and the Auditory Masking Effect

机译:基于语音缺席概率和听觉掩蔽效应的语音增强

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This paper proposes one speech enhancement method based on the speech absence probability and the auditory masking effect in this paper in order to improve the quality of the speech in the environment of the low SNR. This method dynamically determines the auditory masking threshold of the speech signal of each frame in all the key frequency bands by the way of the speech absence probability (SAP). Then we can adjust the subtraction parameters according to the auditory masking threshold adaptively, so as to achieve the purpose of removing the noise. The simulation results show that the method in this paper can more effectively reduce the musical noise than the other spectral subtraction. And it is more in line with the human auditory features. In particular, the speech has more clarity and intelligibility in the case of the low SNR.
机译:为了提高低信噪比环境下的语音质量,本文提出了一种基于语音缺失概率和听觉掩蔽效果的语音增强方法。该方法通过语音缺席概率(SAP)动态确定所有关键频带中每个帧的语音信号的听觉掩蔽阈值。然后我们可以根据听觉掩蔽阈值自适应地调整减法参数,以达到消除噪声的目的。仿真结果表明,与其他谱减法相比,该方法可以更有效地降低音乐噪声。而且它更符合人类的听觉特征。特别是在低SNR的情况下,语音具有更高的清晰度和清晰度。

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