• DocumentCode
    2062885
  • Title

    Impact-noise suppression with phase-based detection

  • Author

    Sugiyama, Akihiko ; Miyahara, R. ; Kwangsoo Park

  • Author_Institution
    Inf. & Media Process. Labs., NEC Corp., Kawasaki, Japan
  • fYear
    2013
  • fDate
    9-13 Sept. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper proposes impact noise suppression with a new phase-based detection. Different from any other conventional algorithms which rely on magnitude-based or model-based detection, a new impact-noise detection utilizing phase linearity of the input noisy signal is developed based on an analysis of an impulse. Phase slopes of the input noisy signal is compared with an ideal phase slope obtained from the peak magnitude of the time-domain noisy signal. Phase unwrapping problem is alleviated by the use of a rotation vector of frequency domain components. Evaluation with PESQ for push-button clicks shows an improvement of 0.9 over a conventional noise suppressor for voice communication. Comparison of enhanced signal spectrogram with that of clean speech demonstrates superior enhanced signal quality. The proposed phase-based detection may be combined with an amplitude-based detection for more accurate results.
  • Keywords
    interference suppression; signal denoising; signal detection; time-domain analysis; PESQ; amplitude-based detection; clean speech; enhanced signal spectrogram; frequency domain components; impact noise suppression; impulse analysis; input noisy signal; noise suppressor; phase linearity; phase slopes; phase unwrapping problem; phase-based detection; push-button clicks; rotation vector; time-domain noisy signal; voice communication; Indexes; Linearity; Noise; Noise measurement; Speech; Speech enhancement; Time-frequency analysis; Detection; Impact noise; Linearity; Phase; Randomization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2013 Proceedings of the 21st European
  • Conference_Location
    Marrakech
  • Type

    conf

  • Filename
    6811797