• DocumentCode
    3404878
  • Title

    Speech enhancement using square microphone array for mobile devices

  • Author

    Takada, Shintaro ; Ogawa, Tetsuji ; Akagiri, Kenzo ; Kobayashi, Tetsunori

  • Author_Institution
    Dept. of Comput. Sci., Waseda Univ., Tokyo
  • fYear
    2008
  • fDate
    March 31 2008-April 4 2008
  • Firstpage
    313
  • Lastpage
    316
  • Abstract
    In this paper, we propose a new type of speech enhancement method that is suitable for mobile devices used in noisy environments. For the sake of achieving high-performance speech recognition and auditory perception in the mobile devices, disturbance noises have to be removed under the requirements of a space-saving microphone arrangement and a low computational cost. The proposed method can reduce both the directional and the diffuse noises under the requirements for the mobile devices by applying the square microphone array and the low-cost processing that consists of multiple null beam- forming, their minimum power channel selection and Wiener filtering. The effectiveness of the proposed method is clarified for speech recognition accuracies and speech qualities under the condition in which both the directional and the diffuse noises exist simultaneously: it reduced 40% of recognition errors and improved PESQ-based MOS value by 0.75 point.
  • Keywords
    Wiener filters; array signal processing; microphone arrays; mobile handsets; speech enhancement; speech recognition; Wiener filtering; auditory perception; diffuse noises; high-performance speech recognition; mobile devices; speech enhancement method; square microphone array; Acoustic noise; Computational efficiency; Microphone arrays; Mobile computing; Noise reduction; Spatial filters; Speech enhancement; Speech recognition; Wiener filter; Working environment noise; Wiener filtering; array signal processing; mobile devices; speech enhancement; speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-1483-3
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2008.4517609
  • Filename
    4517609