Title :
An MC-SPP approach for noise reduction in dual microphone case with power level difference
Author :
Van Binh Truong ; Duc Minh Nguyen ; Quang Hieu Dang
Author_Institution :
Hanoi Univ. of Sci. & Technol., Hanoi, Vietnam
Abstract :
This paper proposes to use multichannel speech presence probability (MC-SPP) to modify and improve the noise reduction quality of the power level difference (PLD) algorithm for dual microphone case. Firstly, a modified Wiener filter is proposed with a varying scaling factor depending on MC-SPP, which helps solve the speech distortion problem usually encountered in noise reduction algorithms. Secondly, an improved PLD noise estimation is proposed with a varying updating factor, also depending on the MC-SPP, which reduces noise and increase output SINR a lot while suffer only a little in speech distortion. These algorithms are simulated, compared and verified for various noise and SINR scenarios.
Keywords :
Wiener filters; distortion; microphones; signal denoising; speech processing; MC-SPP approach; PLD noise estimation improvement; SINR; Wiener filter modification; dual microphone case; multichannel speech presence probability; noise reduction quality improvement; power level difference algorithm; speech distortion problem; varying scaling factor; varying updating factor; Estimation; Interference; Microphones; Noise reduction; Signal to noise ratio; Speech;
Conference_Titel :
Advanced Technologies for Communications (ATC), 2014 International Conference on
Print_ISBN :
978-1-4799-6955-5
DOI :
10.1109/ATC.2014.7043400