• DocumentCode
    417674
  • Title

    Characterization and extraction of mouth opening parameters available for audiovisual speech enhancement

  • Author

    Berthommier, Frédéric

  • Author_Institution
    Inst. de la Commun. Parlee, Inst. Nat. Polytech. de Grenoble, France
  • Volume
    3
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    The strong association existing between audio subband envelope parameters and video parameters extracted using the full DCT (discrete cosine transform) can be exploited for audiovisual speech enhancement, thanks to a good prediction of amplitude variations by a statistical model. Since the video parameter space is highly multidimensional, the causality of this association must be clarified. At first, a new method of retro-marking is proposed in order to build a transformation function of DCT parameters into explicit ABS mouth opening parameters. Secondly, a reduction to single parameter spaces is performed by selection of the best parameters. We show in two noisy conditions that the degradation of the enhancement performance due to the transformation and to the reduction is moderate.
  • Keywords
    audio signal processing; audio-visual systems; discrete cosine transforms; feature extraction; speech enhancement; video signal processing; DCT; audio envelope parameters; audio subband envelope parameters; audiovisual speech enhancement; discrete cosine transform; mouth opening parameter characterization; mouth opening parameter extraction; retro-marking; video parameters; Audio databases; Discrete cosine transforms; Filter bank; Image databases; Mouth; Noise level; Spatial databases; Speech enhancement; Speech recognition; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326663
  • Filename
    1326663