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Wavelet denoising method based on improved threshold function | IEEE Conference Publication | IEEE Xplore

Wavelet denoising method based on improved threshold function


Abstract:

Voice signal is disturbed by environmental noise during recording, which reduces the clarity of voice signal and affects the acquisition of useful signals. The wavelet th...Show More

Abstract:

Voice signal is disturbed by environmental noise during recording, which reduces the clarity of voice signal and affects the acquisition of useful signals. The wavelet threshold de noising method is widely used in the field of signal de noising. However, the hard/soft thresholding function in traditional wavelet transform has some problems such as discontinuity and fixed deviation when filtering. Therefore, an improved wavelet thresholding function method is proposed and applied in speech signal denoising. Through theoretical analysis and simulation, the results show that the improved wavelet threshold denoising algorithm can not only improve the signal-to-noise ratio (SNR) of the voice signal, but also largely avoid the distortion of the voice signal.
Date of Conference: 17-19 June 2022
Date Added to IEEE Xplore: 03 August 2022
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Conference Location: Chongqing, China

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