Title :
Image-guided customization of frequency-place mapping in cochlear implants
Author :
Ali, Hussnain ; Noble, Jack H. ; Gifford, Rene H. ; Labadie, Robert F. ; Dawant, Benoit M. ; Hansen, John H. L. ; Tobey, Emily
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
Multi-channel cochlear implants (CI) leverage frequency based cochlear tonotopic mapping to map acoustic information to the cochlear place of stimulation which is primarily determined by electrode locations. Despite the fact that electrode locations within the cochlea are unique to each patient, the acoustic frequencies assigned to the electrodes by the CI processor are determined generically, resulting in a mismatch between intended and actual pitch perception. This is known to be a limiting factor for hearing outcomes with CIs. In this study, we propose a novel, image-guided CI processor programming strategy to select more optimal, patient-customized frequency assignments. The performance of the proposed strategy was evaluated using vocoder-based simulations with ten normal hearing listeners. In our simulations, our strategy results in significantly better speech recognition scores than the standard clinical strategy.
Keywords :
cochlear implants; speech recognition; CI processor; electrode locations; frequency-place mapping; image-guided CI processor programming strategy; image-guided customization; multichannel cochlear implants leverage frequency based cochlear tonotopic mapping; speech recognition; vocoder-based simulations; Cochlear implants; algorithms; sound coding;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179092