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An event-based method for microphone array speech enhancement

机译:一种基于事件的麦克风阵列语音增强方法

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This paper presents the Multi-Channel Multi-Pulse (MC MP) algorithm for the enhancement of speech degraded by reverberations and additive noise. The enhanced speech is synthesized from a sequence of impulses exciting a linear predictive filter.The excitation signal is computed from a nonlinear process which uses impulse clustering of the multi-channel speech data to discriminate portions of the linear prediction residual produced by the desired speech signal from those due to multipath effectsand uncorrelated noise. The MCMP algorithm is shown to be capable of identifying and attenuating reverberant portions of the speech signal as well as reducing the effects of additive noise.
机译:本文介绍了多通道多脉冲(MC MP)算法,用于通过混响和加性噪声来增强语音劣化。从激励线性预测滤波器的一系列脉冲序列合成增强的语音。从非线性过程计算激励信号,该非线性过程计算多通道语音数据的脉冲聚类以区分由所需语音信号产生的线性预测残余的部分来自那些由于多径效应和不相关的噪声。 MCMP算法显示能够识别和衰减语音信号的混响部分,以及降低添加剂噪声的影响。

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