• DocumentCode
    2552185
  • Title

    A novel algorithm for low bit rate speech compression using a hybrid LP-harmonics model

  • Author

    Abu-Shikhah, Nazih ; Deriche, Mohamed

  • Author_Institution
    Sch. of Electr. & Electron. Syst. Eng., Queensland Univ. of Technol., Brisbane, Qld., Australia
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    41
  • Lastpage
    43
  • Abstract
    We present a new LP-harmonic speech codec. At the coder speech signal is pre-processed, and an LP analysis is performed, 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, extract and classify the harmonics 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 of the LP filter is generated 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 the coder working at 1.82 kb/s showed that the output speech has high intelligibility, with quality comparable to that of a 4 kb/s sinusoidal codec
  • Keywords
    data compression; filtering theory; harmonic analysis; linear predictive coding; parameter estimation; spectral analysis; speech codecs; speech coding; speech intelligibility; white noise; 1.82 kbit/s; 4 kbit/s; LP analysis; LP filter excitation; LP-harmonic speech codec; decoder; encoded parameters; fundamental frequency; harmonics classification; harmonics extraction; hybrid LP-harmonics model; informal testing; low bit rate speech compression; mixed signal; natural speech; output speech intelligibility; periodic signals mixing; pitch estimation; pure sinusoids; random signals; sinusoidal codec; spectrum envelope estimation; speech signal; unvoiced frames; voicing decision; white noise signal; Bit rate; Decoding; Frequency estimation; Performance analysis; Power harmonic filters; Signal analysis; Signal generators; Speech analysis; Speech codecs; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Speech Coding, 2000. Proceedings. 2000 IEEE Workshop on
  • Conference_Location
    Delavan, WI
  • Print_ISBN
    0-7803-6416-3
  • Type

    conf

  • DOI
    10.1109/SCFT.2000.878388
  • Filename
    878388