A speech enhancement method based on wavelet packet and hearing masking effect

Hairong Jia, Xueying Zhang, Chensheng Jin
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引用次数: 1

Abstract

A speech enhancement method based on wavelet packet transform and hearing masking effect is proposed. This method has following steps. Firstly, by perceptual wavelet packet the noisy speech is enhanced. Then by Johnston hearing masking model the noise hearing masking threshold is gained. Finally, by a perceptual filter based on hearing masking effect the enhanced speech is smoothed, the clean speech is gained. Simulation results show that under the background of white, the SNR and PESQ (Perceptual Evaluation of Speech Quality) in this method are more excellent than in the traditional wavelet packet method, meanwhile the musical noise after the enhancement is depressed effectively.
一种基于小波包和听力掩蔽效应的语音增强方法
提出了一种基于小波包变换和听力掩蔽效应的语音增强方法。此方法有以下步骤。首先,利用感知小波包对噪声语音进行增强;然后通过Johnston听掩蔽模型得到噪声的听掩蔽阈值。最后,通过基于听觉掩蔽效应的感知滤波对增强语音进行平滑处理,得到干净的语音。仿真结果表明,在白色背景下,该方法的信噪比和语音质量感知评价(PESQ)均优于传统的小波包方法,同时增强后的音乐噪声得到有效抑制。
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