DocumentCode :
2405578
Title :
Efficient algorithm development of CIS speech processing strategy for cochlear implants
Author :
Ahmad, Talha J. ; Ali, Hussnain ; Ajaz, Muhammad Asim ; Khan, Shoab A.
Author_Institution :
Center for Adv. Res. in Eng., Islamabad, Pakistan
fYear :
2009
fDate :
3-6 Sept. 2009
Firstpage :
1270
Lastpage :
1273
Abstract :
Continuous Interleaved Sampling (CIS) is one of the most useful and famous speech processing strategies used in cochlear implant speech processors. However, algorithm realization in hardware is a laborious task due to high computation cost of the algorithm. Real-time issues and low-power design demands an optimized realization of algorithm. This paper proposes two techniques to cut the computation cost of CIS by using polyphase filters and by implementing the complete algorithm in frequency domain. About 70% reduction in computation cost can be achieved by using multi-rate, multistage filters; whereas computation cost decreases by a factor of five when the whole algorithm is implemented in frequency domain. Evaluation of the algorithm is done by a laboratory designed algorithm development and evaluation platform. Algorithm flow diagrams and their computation details have been given for comparison. Utilizing the given techniques can remarkably reduce the processor load without any compromise on quality.
Keywords :
cochlear implants; filtering theory; frequency-domain analysis; signal sampling; speech processing; algorithm flow diagram; algorithm realization; cochlear implant; continuous interleaved sampling; frequency domain algorithm; multistage filters; polyphase filters; speech processing; Algorithms; Biomedical Engineering; Cochlear Implants; Humans; Signal Processing, Computer-Assisted; Speech; Speech Acoustics; Speech Recognition Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
ISSN :
1557-170X
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2009.5334248
Filename :
5334248
Link To Document :
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