Dual-Channel Beamformer Based on Hybrid Coherence and Frequency Domain Filter for Noise Reduction in Reverberant Environments
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H. Liu, and M. Sun, "Dual-Channel Beamformer Based on Hybrid Coherence and Frequency Domain Filter for Noise Reduction in Reverberant Environments," Paper 9518, (2016 May.). doi:
H. Liu, and M. Sun, "Dual-Channel Beamformer Based on Hybrid Coherence and Frequency Domain Filter for Noise Reduction in Reverberant Environments," Paper 9518, (2016 May.). doi:
Abstract: As an effective technique for suppressing coherent noise, adaptive beamforming shows a strong decrease in reverberant rooms due to multipath room reflections of received signals. In this paper a dual-channel beamformer based on noise coherence and frequency domain filter is proposed. First, hybrid coherence based on coherent-to-diffuse energy ratio (CDR) is introduced to approximate the coherence of noise signals. Then the hybrid coherence is used to estimate the noise power spectral density (PSD), which is applied to the frequency domain filter to reduce noise and reverberation components in microphone signals. Finally, outputs of the filter are processed by a beamformer to suppress residual noise. Experiments demonstrate that the proposed system has noticeable improvements in SNR and quality of the output in reverberant environments.
@article{liu2016dual-channel,
author={liu, hong and sun, miao},
journal={journal of the audio engineering society},
title={dual-channel beamformer based on hybrid coherence and frequency domain filter for noise reduction in reverberant environments},
year={2016},
volume={},
number={},
pages={},
doi={},
month={may},}
@article{liu2016dual-channel,
author={liu, hong and sun, miao},
journal={journal of the audio engineering society},
title={dual-channel beamformer based on hybrid coherence and frequency domain filter for noise reduction in reverberant environments},
year={2016},
volume={},
number={},
pages={},
doi={},
month={may},
abstract={as an effective technique for suppressing coherent noise, adaptive beamforming shows a strong decrease in reverberant rooms due to multipath room reflections of received signals. in this paper a dual-channel beamformer based on noise coherence and frequency domain filter is proposed. first, hybrid coherence based on coherent-to-diffuse energy ratio (cdr) is introduced to approximate the coherence of noise signals. then the hybrid coherence is used to estimate the noise power spectral density (psd), which is applied to the frequency domain filter to reduce noise and reverberation components in microphone signals. finally, outputs of the filter are processed by a beamformer to suppress residual noise. experiments demonstrate that the proposed system has noticeable improvements in snr and quality of the output in reverberant environments.},}
TY - paper
TI - Dual-Channel Beamformer Based on Hybrid Coherence and Frequency Domain Filter for Noise Reduction in Reverberant Environments
SP -
EP -
AU - Liu, Hong
AU - Sun, Miao
PY - 2016
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2016
TY - paper
TI - Dual-Channel Beamformer Based on Hybrid Coherence and Frequency Domain Filter for Noise Reduction in Reverberant Environments
SP -
EP -
AU - Liu, Hong
AU - Sun, Miao
PY - 2016
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2016
AB - As an effective technique for suppressing coherent noise, adaptive beamforming shows a strong decrease in reverberant rooms due to multipath room reflections of received signals. In this paper a dual-channel beamformer based on noise coherence and frequency domain filter is proposed. First, hybrid coherence based on coherent-to-diffuse energy ratio (CDR) is introduced to approximate the coherence of noise signals. Then the hybrid coherence is used to estimate the noise power spectral density (PSD), which is applied to the frequency domain filter to reduce noise and reverberation components in microphone signals. Finally, outputs of the filter are processed by a beamformer to suppress residual noise. Experiments demonstrate that the proposed system has noticeable improvements in SNR and quality of the output in reverberant environments.
As an effective technique for suppressing coherent noise, adaptive beamforming shows a strong decrease in reverberant rooms due to multipath room reflections of received signals. In this paper a dual-channel beamformer based on noise coherence and frequency domain filter is proposed. First, hybrid coherence based on coherent-to-diffuse energy ratio (CDR) is introduced to approximate the coherence of noise signals. Then the hybrid coherence is used to estimate the noise power spectral density (PSD), which is applied to the frequency domain filter to reduce noise and reverberation components in microphone signals. Finally, outputs of the filter are processed by a beamformer to suppress residual noise. Experiments demonstrate that the proposed system has noticeable improvements in SNR and quality of the output in reverberant environments.
Authors:
Liu, Hong; Sun, Miao
Affiliation:
Shenzhen Graduate School, Peking University, Guangdong, China
AES Convention:
140 (May 2016)
Paper Number:
9518
Publication Date:
May 26, 2016Import into BibTeX
Subject:
Audio Signal Processing: Beamforming, Upmixing, HRTF
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=18217