Shahed University
Low variable rate stimulation strategy for cochlear implants using temporal cues and electrophysiological factors
Elham Zarei | Hamed Sadjedi | Mohammad Farhadi
URL :
http://research.shahed.ac.ir/WSR/WebPages/Report/PaperView.aspx?PaperID=95806
Date :
2018/06/29
Publish in :
Technology and Health Care
DOI :
https://doi.org/10.3233/THC-171154
Link :
http://dx.doi.org/10.3233/THC-171154
Keywords :
stimulation, implants
Abstract :
BACKGROUND: The performance of a cochlear implant (CI), especially in conveying pitch depends on its electrical stimulation strategy. OBJECTIVE: The present study proposes a variable-rate stimulation algorithm which improves speech emotion perception by using temporal fine-structure cues and electrophysiological parameters of the patient. METHODS: This method is based on the coding of the phase information at the peak time intervals of the band-passed signals. The stimulation pulse is generated at the time of peak occurrence, which is able to excite the number of fibers with a discharge probability above a threshold. Calculating the discharge probability is based on the excitable fiber model and taking into account the biological characteristics of the patient, such as the fiber threshold and the distribution of remaining intact fibers. RESULTS: The results of the emotion detection test on selective reconstructed sentences from the Persian emotional speech database (Persian ESD) indicated that the listeners have been able to detect the emotion by an average of 83.82 using the proposed stimulation algorithm while it was 75 and 48.03 for the zero-crossing and the continuous interleaved sampling (CIS), respectively. Furthermore, the number of pulses compared to the zero-crossing and the CIS has decreased by 76.3 and 75.4, respectively. CONCLUSIONS: In this paper, a stimulation method was proposed for cochlear implants by considering the patient’s biological parameters. It has been successful in transmitting speech emotion despite the reduction of stimulating pulses. This has some advantages such as reducing the interaction of current fields between electrodes during stimulation and reducing battery usage.
Authors' Home page
Hamed Sadjedi