Multichannel Wiener Filter for Speech Dereverberation in Hearing Aids —Sensitivity to DoA Errors
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A. Kuklasinski, S. Doclo, SØ. H.. Jensen, and J. Jensen, "Multichannel Wiener Filter for Speech Dereverberation in Hearing Aids —Sensitivity to DoA Errors," Paper 2-2, (2016 January.). doi:
A. Kuklasinski, S. Doclo, SØ. H.. Jensen, and J. Jensen, "Multichannel Wiener Filter for Speech Dereverberation in Hearing Aids —Sensitivity to DoA Errors," Paper 2-2, (2016 January.). doi:
Abstract: In this paper we study the robustness of a recently proposed Multi-channel Wiener Filter-based speech dereverberation algorithm to errors in the assumed direction of arrival (DoA) of the target speech. Different subsets of microphones of a pair of behind-the-ear hearing aids are used to construct various monaural and binaural configurations of the algorithm. Via a simulation experiment with frontally positioned target it is shown, that when correct DoA is assumed binaural configurations of the algorithm almost double the improvement of PESQ measure over monaural configurations. However, in conditions where the assumed DoA is increasingly incorrect, the performance of the binaural configurations is shown to deteriorate more quickly than that of the monaural configurations. In effect, for large DoA errors it is the simpler, monaural configurations that perform better.
@article{kuklasinski2016multichannel,
author={kuklasinski, adam and doclo, simon and jensen, søren h. and jensen, jesper},
journal={journal of the audio engineering society},
title={multichannel wiener filter for speech dereverberation in hearing aids —sensitivity to doa errors},
year={2016},
volume={},
number={},
pages={},
doi={},
month={january},}
@article{kuklasinski2016multichannel,
author={kuklasinski, adam and doclo, simon and jensen, søren h. and jensen, jesper},
journal={journal of the audio engineering society},
title={multichannel wiener filter for speech dereverberation in hearing aids —sensitivity to doa errors},
year={2016},
volume={},
number={},
pages={},
doi={},
month={january},
abstract={in this paper we study the robustness of a recently proposed multi-channel wiener filter-based speech dereverberation algorithm to errors in the assumed direction of arrival (doa) of the target speech. different subsets of microphones of a pair of behind-the-ear hearing aids are used to construct various monaural and binaural configurations of the algorithm. via a simulation experiment with frontally positioned target it is shown, that when correct doa is assumed binaural configurations of the algorithm almost double the improvement of pesq measure over monaural configurations. however, in conditions where the assumed doa is increasingly incorrect, the performance of the binaural configurations is shown to deteriorate more quickly than that of the monaural configurations. in effect, for large doa errors it is the simpler, monaural configurations that perform better.},}
TY - paper
TI - Multichannel Wiener Filter for Speech Dereverberation in Hearing Aids —Sensitivity to DoA Errors
SP -
EP -
AU - Kuklasinski, Adam
AU - Doclo, Simon
AU - Jensen, Søren H.
AU - Jensen, Jesper
PY - 2016
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - January 2016
TY - paper
TI - Multichannel Wiener Filter for Speech Dereverberation in Hearing Aids —Sensitivity to DoA Errors
SP -
EP -
AU - Kuklasinski, Adam
AU - Doclo, Simon
AU - Jensen, Søren H.
AU - Jensen, Jesper
PY - 2016
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - January 2016
AB - In this paper we study the robustness of a recently proposed Multi-channel Wiener Filter-based speech dereverberation algorithm to errors in the assumed direction of arrival (DoA) of the target speech. Different subsets of microphones of a pair of behind-the-ear hearing aids are used to construct various monaural and binaural configurations of the algorithm. Via a simulation experiment with frontally positioned target it is shown, that when correct DoA is assumed binaural configurations of the algorithm almost double the improvement of PESQ measure over monaural configurations. However, in conditions where the assumed DoA is increasingly incorrect, the performance of the binaural configurations is shown to deteriorate more quickly than that of the monaural configurations. In effect, for large DoA errors it is the simpler, monaural configurations that perform better.
In this paper we study the robustness of a recently proposed Multi-channel Wiener Filter-based speech dereverberation algorithm to errors in the assumed direction of arrival (DoA) of the target speech. Different subsets of microphones of a pair of behind-the-ear hearing aids are used to construct various monaural and binaural configurations of the algorithm. Via a simulation experiment with frontally positioned target it is shown, that when correct DoA is assumed binaural configurations of the algorithm almost double the improvement of PESQ measure over monaural configurations. However, in conditions where the assumed DoA is increasingly incorrect, the performance of the binaural configurations is shown to deteriorate more quickly than that of the monaural configurations. In effect, for large DoA errors it is the simpler, monaural configurations that perform better.
Authors:
Kuklasinski, Adam; Doclo, Simon; Jensen, Søren H.; Jensen, Jesper
Affiliations:
Aalborg University, Aalborg, Denmark; Oticon A/S, Smørum, Denmark; University of Oldenburg, Oldenburg, Germany(See document for exact affiliation information.)
AES Conference:
60th International Conference: DREAMS (Dereverberation and Reverberation of Audio, Music, and Speech) (January 2016)
Paper Number:
2-2
Publication Date:
January 27, 2016Import into BibTeX
Subject:
Paper Session 2
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=18070