The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction
碩士 === 國立成功大學 === 電機工程學系碩博士班 === 91 === In this paper, a noise reduction technique that implemented with the TMS32C6711DSK system for digital hearing aids is described. The technique uses an algorithm based on a wavelet coefficient threshold method to reduce the background noise. To eliminate the no...
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ndltd-TW-091NCKU54421072016-06-22T04:14:02Z http://ndltd.ncl.edu.tw/handle/85154384716356669111 The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction 應用小波係數臨界法於消除助聽器背景噪音之技術 Guo-Zheng Wong 翁國正 碩士 國立成功大學 電機工程學系碩博士班 91 In this paper, a noise reduction technique that implemented with the TMS32C6711DSK system for digital hearing aids is described. The technique uses an algorithm based on a wavelet coefficient threshold method to reduce the background noise. To eliminate the noise in the speech signals, an analyzable threshold is given from the Wavelet toolbox of MATLABTM. In the process of noise reduction, the setting of an optimal threshold relies on statistical data from experiences. If real-time process is required in the hardware (TMS32C6711DSK) implementation, the de-noising algorithm based on a choice of the Haar’s wavelets is recommended for that it has simpler computing. The results show that the system can reserve the most of human speech signal in sub-band decomposition process. When the noise and speech signal are amplified at the same time, hearing aid users can’t clearly hear speech signal in noisy environment. By using the wavelet coefficient threshold, we can discriminate the difference between speech signal and noise. Cheng-Chi Tai 戴政祺 2003 學位論文 ; thesis 34 zh-TW |
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碩士 === 國立成功大學 === 電機工程學系碩博士班 === 91 === In this paper, a noise reduction technique that implemented with the TMS32C6711DSK system for digital hearing aids is described. The technique uses an algorithm based on a wavelet coefficient threshold method to reduce the background noise. To eliminate the noise in the speech signals, an analyzable threshold is given from the Wavelet toolbox of MATLABTM. In the process of noise reduction, the setting of an optimal threshold relies on statistical data from experiences. If real-time process is required in the hardware (TMS32C6711DSK) implementation, the de-noising algorithm based on a choice of the Haar’s wavelets is recommended for that it has simpler computing.
The results show that the system can reserve the most of human speech signal in sub-band decomposition process. When the noise and speech signal are amplified at the same time, hearing aid users can’t clearly hear speech signal in noisy environment. By using the wavelet coefficient threshold, we can discriminate the difference between speech signal and noise.
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author2 |
Cheng-Chi Tai |
author_facet |
Cheng-Chi Tai Guo-Zheng Wong 翁國正 |
author |
Guo-Zheng Wong 翁國正 |
spellingShingle |
Guo-Zheng Wong 翁國正 The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
author_sort |
Guo-Zheng Wong |
title |
The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
title_short |
The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
title_full |
The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
title_fullStr |
The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
title_full_unstemmed |
The Filtering Technique With Wavelet Coefficient Threshold For Hearing Aids System Background Noise Reduction |
title_sort |
filtering technique with wavelet coefficient threshold for hearing aids system background noise reduction |
publishDate |
2003 |
url |
http://ndltd.ncl.edu.tw/handle/85154384716356669111 |
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