• DocumentCode
    705318
  • Title

    Signal properties reducing intelligibility of speech after noise reduction

  • Author

    Hilkhuysen, Gaston ; Huckvale, Mark

  • Author_Institution
    Centre for Law Enforcement Audio Res. (CLEAR) Speech, Univ. Coll. London, London, UK
  • fYear
    2010
  • fDate
    23-27 Aug. 2010
  • Firstpage
    1914
  • Lastpage
    1918
  • Abstract
    The effect of noise reduction on the intelligibility of speech in noise is poorly understood. Although the SNR of noisy speech is improved by the removal of more noise than speech from the signal, the expected increase in intelligibility does not typically occur. To account for these deleterious effects we present an orthogonal decomposition of the signal intensity envelopes at the output of a filterbank. The noisy speech envelopes are decomposed into components indicating (1) the coherence of speech across audio bands; (2) the distortion of the speech envelope; and (3) the speechiness of the noise. By modelling the results of a listening experiment we show that envelope distortion can largely account for the deleterious effects of noise reduction; although reduced coherence could also play a role at low SNRs. There was little evidence for the idea that increased speechiness of the noise contributed to the poorer intelligibility after noise reduction.
  • Keywords
    audio signal processing; channel bank filters; speech intelligibility; audio bands; deleterious effects; envelope distortion; filterbank; noise reduction; noisy speech envelopes; orthogonal decomposition; signal intensity envelopes; signal properties; speech intelligibility; Modulation; Noise measurement; Noise reduction; Signal to noise ratio; Speech; Speech processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2010 18th European
  • Conference_Location
    Aalborg
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7096591