Title :
Reverberation robust multi-channel post-filtering using modified signal presence probability
Author :
Xiaofei Wang ; Xu Li ; Yanmeng Guo ; Qiang Fu ; Yonghong Yan
Author_Institution :
Inst. of Acoust., Beijing, China
Abstract :
A multi-channel post-filtering algorithm in reverberant environment based on detection and estimation scheme is proposed. The key estimator of signal presence probability (SP-P), which is in consideration of reverberation, is modified with direct-to-reverberate ratio (DRR). A new desired signal detection scheme is proposed to instruct the updating of transient noise and residual interference estimation, which takes advantage of SPP in the time-frequency domain. The proposed multi-channel post-filtering is tested in different non-stationary noisy and reverberant environments. Experimental results show that it outperforms the comparative algorithms on signal preservation of the desired speech with more noise reduction.
Keywords :
estimation theory; filtering theory; interference (signal); reverberation; signal denoising; signal detection; DRR; SP-P; direct-to-reverberate ratio; modified signal presence probability; noise reduction; residual interference estimation; reverberation robust multichannel post-filtering; signal detection scheme; signal preservation; Estimation; Reverberation; Sensors; Signal detection; Signal to noise ratio; Speech; Multi-channel Post-filtering; Reverberation Robust; Signal Detection; Speech Enhancement;
Conference_Titel :
Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
Conference_Location :
Chengdu
DOI :
10.1109/ChinaSIP.2015.7230493