DocumentCode
3231024
Title
Perceptual multiband spectral subtraction for noise reduction in hearing aids
Author
Wei, Cheng-Wen ; Tsai, Cheng-Chun ; Chang, Tian-Sheuan ; Jou, Shyh-Jye
Author_Institution
Dept. of Electron. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear
2010
fDate
6-9 Dec. 2010
Firstpage
692
Lastpage
695
Abstract
This paper presents a low complexity noise reduction method by a perceptual multiband spectral subtraction for CIC type hearing aids. The noisy speech is first perceptually decomposed by a 1/3 octave filter bank by ANSI S1.11, and the noise is estimated by an enhanced entropy based voice activity detection (VAD), and then noise is subtracted by a simple multiband spectral subtraction. Simulations show that under different environments the proposed algorithm averagely improves segmental SNR (Signal to Noise Ratio) and PESQ (Perceptual Evaluation of Speech Quality) by 6.27dB and 0.32, respectively, and performs better compared to the previous approach. In addition, informal listening test shows there is not musical noise in the processed speech.
Keywords
acoustic noise; entropy; hearing aids; 1/3 octave filter bank; ANSI S1.11; entropy; hearing aids; informal listening testing; low complexity noise reduction method; musical noise; noisy speech; perceptual multiband spectral subtraction; voice activity detection; Accuracy; Entropy; Noise reduction; Signal to noise ratio; Speech; Speech processing; Hearing Aids; Low Power Design; Noise Reduction;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (APCCAS), 2010 IEEE Asia Pacific Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4244-7454-7
Type
conf
DOI
10.1109/APCCAS.2010.5774973
Filename
5774973
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