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A Binaural Steering Beamformer System for Enhancing a Moving Speech Source

In many daily life communication situations, several sound sources are simultaneously active. While normal-hearing listeners can easily distinguish the target sound source from interfering sound sources—as long as target and interferers are spatially or spectrally separated—and concentrate on the ta...

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Autores principales: Adiloğlu, Kamil, Kayser, Hendrik, Baumgärtel, Regina M., Rennebeck, Sanja, Dietz, Mathias, Hohmann, Volker
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4771043/
https://www.ncbi.nlm.nih.gov/pubmed/26721924
http://dx.doi.org/10.1177/2331216515618903
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author Adiloğlu, Kamil
Kayser, Hendrik
Baumgärtel, Regina M.
Rennebeck, Sanja
Dietz, Mathias
Hohmann, Volker
author_facet Adiloğlu, Kamil
Kayser, Hendrik
Baumgärtel, Regina M.
Rennebeck, Sanja
Dietz, Mathias
Hohmann, Volker
author_sort Adiloğlu, Kamil
collection PubMed
description In many daily life communication situations, several sound sources are simultaneously active. While normal-hearing listeners can easily distinguish the target sound source from interfering sound sources—as long as target and interferers are spatially or spectrally separated—and concentrate on the target, hearing-impaired listeners and cochlear implant users have difficulties in making such a distinction. In this article, we propose a binaural approach composed of a spatial filter controlled by a direction-of-arrival estimator to track and enhance a moving target sound. This approach was implemented on a real-time signal processing platform enabling experiments with test subjects in situ. To evaluate the proposed method, a data set of sound signals with a single moving sound source in an anechoic diffuse noise environment was generated using virtual acoustics. The proposed steering method was compared with a fixed (nonsteering) method that enhances sound from the frontal direction in an objective evaluation and subjective experiments using this database. In both cases, the obtained results indicated a significant improvement in speech intelligibility and quality compared with the unprocessed signal. Furthermore, the proposed method outperformed the nonsteering method.
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spelling pubmed-47710432016-05-26 A Binaural Steering Beamformer System for Enhancing a Moving Speech Source Adiloğlu, Kamil Kayser, Hendrik Baumgärtel, Regina M. Rennebeck, Sanja Dietz, Mathias Hohmann, Volker Trends Hear Special Issue In many daily life communication situations, several sound sources are simultaneously active. While normal-hearing listeners can easily distinguish the target sound source from interfering sound sources—as long as target and interferers are spatially or spectrally separated—and concentrate on the target, hearing-impaired listeners and cochlear implant users have difficulties in making such a distinction. In this article, we propose a binaural approach composed of a spatial filter controlled by a direction-of-arrival estimator to track and enhance a moving target sound. This approach was implemented on a real-time signal processing platform enabling experiments with test subjects in situ. To evaluate the proposed method, a data set of sound signals with a single moving sound source in an anechoic diffuse noise environment was generated using virtual acoustics. The proposed steering method was compared with a fixed (nonsteering) method that enhances sound from the frontal direction in an objective evaluation and subjective experiments using this database. In both cases, the obtained results indicated a significant improvement in speech intelligibility and quality compared with the unprocessed signal. Furthermore, the proposed method outperformed the nonsteering method. SAGE Publications 2015-12-29 /pmc/articles/PMC4771043/ /pubmed/26721924 http://dx.doi.org/10.1177/2331216515618903 Text en © The Author(s) 2015 http://creativecommons.org/licenses/by-nc/3.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 3.0 License (http://www.creativecommons.org/licenses/by-nc/3.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Special Issue
Adiloğlu, Kamil
Kayser, Hendrik
Baumgärtel, Regina M.
Rennebeck, Sanja
Dietz, Mathias
Hohmann, Volker
A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title_full A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title_fullStr A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title_full_unstemmed A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title_short A Binaural Steering Beamformer System for Enhancing a Moving Speech Source
title_sort binaural steering beamformer system for enhancing a moving speech source
topic Special Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4771043/
https://www.ncbi.nlm.nih.gov/pubmed/26721924
http://dx.doi.org/10.1177/2331216515618903
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