• DocumentCode
    3316543
  • Title

    Real-Time Implementation of New Adaptive Beamformer Sensor Array For Speech Enhancement in Hearing Aid

  • Author

    Mohammed, Jafar Ramadhan ; Singh, Gurnam

  • Author_Institution
    Univ. of Mosul, Mosul
  • fYear
    2007
  • fDate
    3-6 Dec. 2007
  • Firstpage
    607
  • Lastpage
    611
  • Abstract
    The objective of this paper is to provide improved real-time noise canceling performance while keeping the high quality of enhanced speech by using new robust adaptive beamformer. The proposed beamformer uses a new adaptive blocking matrix, which consists of linear prediction error filters (LPEFs). It also employ a multi-channel noise canceller with adaptive noise estimation filters (ANEFs) used for inverse modeling. The entire proposed system has been implemented in real-time in a real environment using National Instruments NI- PXI-1042Q controller system and data acquisition card NI-PXI-4472. Practical results show that the proposed beamformer produces results that are significantly favorable than standard GSC beamformer.
  • Keywords
    adaptive filters; array signal processing; handicapped aids; medical signal processing; sensor arrays; signal denoising; speech enhancement; NI-PXI- 4472; National Instruments NI- PXI-1042Q controller system; adaptive beamformer sensor array; adaptive blocking matrix; adaptive noise estimation filters; data acquisition card; hearing aid; linear prediction error filters; noise canceling performance; speech enhancement; Adaptive arrays; Adaptive filters; Auditory system; Inverse problems; Noise cancellation; Noise robustness; Nonlinear filters; Sensor arrays; Speech enhancement; Working environment noise; LabVIEW; Sensor arrays; adaptive beamformer; linear prediction error filters; noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Sensors, Sensor Networks and Information, 2007. ISSNIP 2007. 3rd International Conference on
  • Conference_Location
    Melbourne, Qld.
  • Print_ISBN
    978-1-4244-1501-4
  • Electronic_ISBN
    978-1-4244-1502-1
  • Type

    conf

  • DOI
    10.1109/ISSNIP.2007.4496912
  • Filename
    4496912