• DocumentCode
    1560635
  • Title

    The new nADPCMB⊥MLT coding scheme: from non linear fullband toward non linear subband prediction coding of speech signal

  • Author

    D´Alessandro, Guido ; Zanuy, Marcos Faundez ; Piazza, Francesco

  • Author_Institution
    Dipt. di Elettronica e Autom., Ancona Univ., Italy
  • Volume
    2
  • fYear
    2003
  • Abstract
    This paper focuses on a newly developed transparent nADPCMB⊥MLT speech coding algorithm. Our coder first decomposes the narrowband speech signal in subbands, a nonlinear ADPCM scheme is then performed in each subband. The signal subband decomposition is piloted by the equivalent Modulated Lapped Transform (MLT) filter bank. The novelty of this algorithm is the nonlinear approach, based on neural networks, to subband prediction coding. The nADPCMB⊥MLT coding algorithm derives from our preceding nonlinear speech coding algorithm and our ADPCMB⊥MLT linear subband coding scheme. The nADPCMB⊥MLT coding algorithm also reveals transparent coding of a multi-talker speech signal at the rate of 24 kbps.
  • Keywords
    adaptive modulation; differential pulse code modulation; filtering theory; linear predictive coding; neural nets; nonlinear codes; quantisation (signal); speech coding; transform coding; equivalent modulated lapped transform filter bank; multitalker speech signal coding; narrowband speech signal decomposition; neural networks; nonlinear ADPCM scheme; nonlinear fullband; signal subband decomposition; subband prediction coding; transparent nADPCMB⊥MLT speech coding algorithm; Bit rate; Discrete cosine transforms; Discrete transforms; Filter bank; Frequency; Narrowband; Neural networks; Signal resolution; Speech coding; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1206039
  • Filename
    1206039