DocumentCode :
1447569
Title :
Speech Understanding Performance of Cochlear Implant Subjects Using Time–Frequency Masking-Based Noise Reduction
Author :
Qazi, Obaid Ur Rehman ; Van Dijk, Bas ; Moonen, Marc ; Wouters, Jan
Author_Institution :
Cochlear Technol. Center Belgium, Mechelen, Belgium
Volume :
59
Issue :
5
fYear :
2012
fDate :
5/1/2012 12:00:00 AM
Firstpage :
1364
Lastpage :
1373
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.
Keywords :
acoustic noise; cochlear implants; hearing; microphones; speech processing; time-frequency analysis; binaural algorithms; binaural inputs; cochlear implant subjects; contralateral microphone; head shadow effect; microphone signals; normal hearing listeners; phase error filtering algorithm; signal-to- noise ratio; speech understanding; time-frequency mask; time-frequency masking-based noise reduction; Ear; Microphones; Noise reduction; Signal to noise ratio; Speech; Time frequency analysis; Cochlear implants (CIs); phase error variance; speech processing; time–frequency (TF) masking; Adult; Algorithms; Cochlear Implants; Computer Simulation; Female; Humans; Middle Aged; Phonetics; Signal Processing, Computer-Assisted; Signal-To-Noise Ratio; Speech Perception;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2012.2187650
Filename :
6151815
Link To Document :
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