• DocumentCode
    3490130
  • Title

    A hybrid LP-harmonics model for low bit-rate speech compression with natural quality

  • Author

    Abu-Shikhah, Nazih ; Deriche, Mohamed

  • Author_Institution
    Signal Process. Res. Centre, Queensland Univ. of Technol., Brisbane, Qld., Australia
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    723
  • Abstract
    We present a new LP-harmonic based speech codec. At the coder the speech signal is pre-processed, and an LP analysis is carried out together with pitch estimation and voicing decision. At the decoder and when the frame is voiced, the encoded parameters are used to estimate the spectrum envelope, and extract and classify the harmonies as either strong or weak depending on their relative distance from multiples of the fundamental frequency. Strong harmonics parameters are then used to generate pure sinusoids, while weak harmonics are used to generate a mixed signal of a pure sinusoid and a random like signal. For unvoiced frames, the excitation for the LP filter is expressed as a white noise signal. The proposed model allows for the mixing of strong and weak periodic signals together with random signals to produce an excitation input that results in natural speech. Informal testing of two versions of the coder operating at 1.82, and 2.56 kbit/s showed that the output speech has high intelligibility, with quality comparable to that of a 4 kbit/s sinusoidal codec
  • Keywords
    data compression; decoding; frequency estimation; linear predictive coding; spectral analysis; speech coding; speech intelligibility; speech synthesis; white noise; 1.82 kbit/s; 2.56 kbit/s; LP analysis; LP filter; LPC; decoder; harmonics classification; harmonics extraction; low bit-rate speech compression; mixed signal generation; natural quality; natural speech; pitch estimation; pure sinusoids; random like signal; spectrum envelope estimation; speech codec; speech intelligibility; speech signal coding; strong harmonics; unvoiced frames; voicing decision; weak harmonics; white noise signal; Decoding; Frequency estimation; Natural languages; Power harmonic filters; Signal analysis; Signal generators; Speech analysis; Speech codecs; Testing; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and its Applications, Sixth International, Symposium on. 2001
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    0-7803-6703-0
  • Type

    conf

  • DOI
    10.1109/ISSPA.2001.950250
  • Filename
    950250