• 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