Literature DB >> 22345522

Speech understanding performance of cochlear implant subjects using time-frequency masking-based noise reduction.

Obaid ur Rehman Qazi1, Bas van Dijk, Marc Moonen, Jan Wouters.   

Abstract

Cochlear implant (CI) recipients report severe degradation of speech understanding under noisy conditions. Most CI recipients typically can require about 10-25 dB higher signal-to-noise ratio than normal hearing (NH) listeners in order to achieve similar speech understanding performance. In recent years, significant emphasis has been put on binaural algorithms, which not only make use of the head shadow effect, but also have two or more microphone signals at their disposal to generate binaural inputs. Most of the CI recipients today are unilaterally implanted but they can still benefit from the binaural processing utilizing a contralateral microphone. The phase error filtering (PEF) algorithm tries to minimize the phase error variance utilizing a time-frequency mask for noise reduction. Potential improvement in speech intelligibility offered by the algorithm is evaluated with four different kinds of mask functions. The study reveals that the PEF algorithm which uses a contralateral microphone but unilateral presentation provides considerable improvement in intelligibility for both NH and CI subjects. Further, preference rating test suggests that CI subjects can tolerate higher levels of distortions than NH subjects, and therefore, more aggressive noise reduction for CI recipients is possible.

Mesh:

Year:  2012        PMID: 22345522     DOI: 10.1109/TBME.2012.2187650

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  3 in total

1.  Speech enhancement for cochlear implant recipients.

Authors:  Dongmei Wang; John H L Hansen
Journal:  J Acoust Soc Am       Date:  2018-04       Impact factor: 1.840

2.  Sparse Nonnegative Matrix Factorization Strategy for Cochlear Implants.

Authors:  Hongmei Hu; Mark E Lutman; Stephan D Ewert; Guoping Li; Stefan Bleeck
Journal:  Trends Hear       Date:  2015-12-30       Impact factor: 3.293

3.  Comparing Binaural Pre-processing Strategies II: Speech Intelligibility of Bilateral Cochlear Implant Users.

Authors:  Regina M Baumgärtel; Hongmei Hu; Martin Krawczyk-Becker; Daniel Marquardt; Tobias Herzke; Graham Coleman; Kamil Adiloğlu; Katrin Bomke; Karsten Plotz; Timo Gerkmann; Simon Doclo; Birger Kollmeier; Volker Hohmann; Mathias Dietz
Journal:  Trends Hear       Date:  2015-12-30       Impact factor: 3.293

  3 in total

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