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
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;
Conference_Titel :
Circuits and Systems (APCCAS), 2010 IEEE Asia Pacific Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-7454-7
DOI :
10.1109/APCCAS.2010.5774973