Title :
Adaptive noise power spectrum estimation for compact dual channel speech enhancement
Author :
Jeong, So-Young ; Kim, Kyuhong ; Jeong, Jae-Hoon ; Oh, Kwang-Cheol ; Kim, Jeongsu
Author_Institution :
Samsung Adv. Inst. of Technol., Samsung Electron. Co., Ltd., Yongin, South Korea
Abstract :
We present a novel noise power estimation method based on smoothed spectral minima tracking and subtractive blocking matrix for dual-channel speech enhancement. By combining spectral characteristics of the noisy mixture signals with spatial null beam-forming, noise over- and under-estimation problem can be substantially mitigated. The proposed noise estimation tested on the real-life nonstationary noise conditions outperformed other single-channel noise estimation based on minima tracking and dual-channel phase error based enhancement algorithm.
Keywords :
array signal processing; matrix algebra; probability; speech enhancement; adaptive noise power spectrum estimation; compact dual channel speech enhancement; smoothed spectral minima tracking; spatial null beam-forming; subtractive blocking matrix; Array signal processing; Low-frequency noise; Microphone arrays; Noise generators; Noise robustness; Phase estimation; Phase noise; Recursive estimation; Spectral analysis; Speech enhancement; noise estimation; smoothed spectral minima tracking; speech enhancement; speech presence probability;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495539