• DocumentCode
    394206
  • Title

    Multi-channel psychoacoustically motivated speech enhancement

  • Author

    Rosca, Justinian ; Balan, Radu ; Beaugeant, Christophe

  • Author_Institution
    Multimedia & Video Technol., Siemens Corp. Res., Princeton, NJ, USA
  • Volume
    1
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    Multi-channel techniques offer advantages in noise reduction and overall output signal quality when compared to the well studied mono approaches. We present an original multi-channel psychoacoustically motivated noise reduction algorithm that naturally extends the single channel psychoacoustic masking filter previously studied (see Gustafsson, S. et al., ICASSP, p.873-6, 1999). The optimality criterion is designed to satisfy the psychoacoustic masking principle and to minimize the signal total distortion simultaneously. In experiments on real data recorded in a noisy car environment, we show the enhanced performance of the two-channel solution in terms of artifacts and overall tradeoff between artifacts and the amount of noise removed as given by word recognition rates.
  • Keywords
    acoustic noise; array signal processing; hearing; interference suppression; minimisation; random noise; speech enhancement; masking filter; microphone array signals; multi-channel noise reduction; noisy car environment; psychoacoustically motivated speech enhancement; signal distortion minimization; word recognition rate; Acoustic noise; Array signal processing; MONOS devices; Microphones; Noise reduction; Psychoacoustic models; Psychology; Signal to noise ratio; Speech enhancement; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1198722
  • Filename
    1198722