Literature DB >> 19173423

Speech enhancement with multichannel Wiener filter techniques in multimicrophone binaural hearing aids.

Tim Van den Bogaert1, Simon Doclo, Jan Wouters, Marc Moonen.   

Abstract

This paper evaluates speech enhancement in binaural multimicrophone hearing aids by noise reduction algorithms based on the multichannel Wiener filter (MWF) and the MWF with partial noise estimate (MWF-N). Both algorithms are specifically developed to combine noise reduction with the preservation of binaural cues. Objective and perceptual evaluations were performed with different speech-in-multitalker-babble configurations in two different acoustic environments. The main conclusions are as follows: (a) A bilateral MWF with perfect voice activity detection equals or outperforms a bilateral adaptive directional microphone in terms of speech enhancement while preserving the binaural cues of the speech component. (b) A significant gain in speech enhancement is found when transmitting one contralateral microphone signal to the MWF active at the ipsilateral hearing aid. Adding a second contralateral microphone showed a significant improvement during the objective evaluations but not in the subset of scenarios tested during the perceptual evaluations. (c) Adding the partial noise estimate to the MWF, done to improve the spatial awareness of the hearing aid user, reduces the amount of speech enhancement in a limited way. In some conditions the MWF-N even outperformed the MWF possibly due to an improved spatial release from masking.

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Year:  2009        PMID: 19173423     DOI: 10.1121/1.3023069

Source DB:  PubMed          Journal:  J Acoust Soc Am        ISSN: 0001-4966            Impact factor:   1.840


  18 in total

1.  Multi-microphone adaptive noise reduction strategies for coordinated stimulation in bilateral cochlear implant devices.

Authors:  Kostas Kokkinakis; Philipos C Loizou
Journal:  J Acoust Soc Am       Date:  2010-05       Impact factor: 1.840

2.  Objective speech intelligibility measurement for cochlear implant users in complex listening environments.

Authors:  João F Santos; Stefano Cosentino; Oldooz Hazrati; Philipos C Loizou; Tiago H Falk
Journal:  Speech Commun       Date:  2013-09-01       Impact factor: 2.017

3.  The impact of reverberant self-masking and overlap-masking effects on speech intelligibility by cochlear implant listeners (L).

Authors:  Kostas Kokkinakis; Philipos C Loizou
Journal:  J Acoust Soc Am       Date:  2011-09       Impact factor: 1.840

4.  A channel-selection criterion for suppressing reverberation in cochlear implants.

Authors:  Kostas Kokkinakis; Oldooz Hazrati; Philipos C Loizou
Journal:  J Acoust Soc Am       Date:  2011-05       Impact factor: 1.840

5.  Spectro-temporal weighting of interaural time differences in speech.

Authors:  Lucas S Baltzell; Adrian Y Cho; Jayaganesh Swaminathan; Virginia Best
Journal:  J Acoust Soc Am       Date:  2020-06       Impact factor: 1.840

6.  A Dual-Microphone Speech Enhancement Algorithm Based on the Coherence Function.

Authors:  Nima Yousefian; Philipos C Loizou
Journal:  IEEE Trans Audio Speech Lang Process       Date:  2011-07-18

7.  Examination of a hybrid beamformer that preserves auditory spatial cues.

Authors:  Virginia Best; Elin Roverud; Christine R Mason; Gerald Kidd
Journal:  J Acoust Soc Am       Date:  2017-10       Impact factor: 1.840

8.  Tackling the combined effects of reverberation and masking noise using ideal channel selection.

Authors:  Oldooz Hazrati; Philipos C Loizou
Journal:  J Speech Lang Hear Res       Date:  2012-01-09       Impact factor: 2.297

9.  Predicting the intelligibility of reverberant speech for cochlear implant listeners with a non-intrusive intelligibility measure.

Authors:  Fei Chen; Oldooz Hazrati; Philipos C Loizou
Journal:  Biomed Signal Process Control       Date:  2013-05       Impact factor: 3.880

10.  Non-Uniform Microphone Arrays for Robust Speech Source Localization for Smartphone-Assisted Hearing Aid Devices.

Authors:  Anshuman Ganguly; Issa Panahi
Journal:  J Signal Process Syst       Date:  2017-11-09
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