• DocumentCode
    180510
  • Title

    Pitch modifications of speech based on an adaptive Harmonic Model

  • Author

    Kafentzis, George P. ; Degottex, Gilles ; Rosec, Olivier ; Stylianou, Yannis

  • Author_Institution
    Orange Labs., TECH/ACTS/MAS, Lannion, France
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    7924
  • Lastpage
    7928
  • Abstract
    In this paper, a simple method for pitch-scale modifications of speech based on a recently suggested model for AM-FM decomposition of speech signals, is presented. This model is referred to as the adaptive Harmonic Model (aHM). The aHM models speech as a sum of harmonically related sinusoids that can adapt to the local characteristics of the signal. It was shown that this model provides high quality reconstruction of speech and thus, it can also provide high quality pitch-scale modifications. For the latter, the amplitude envelope is estimated using the Discrete All-Pole (DAP) method, and the phase envelope estimation is performed by utilizing the concept of relative phase. Formal listening tests on a database of several languages show that the synthetic pitch-scaled waveforms are natural and free of some common artefacts encountered in other state-of-the-art models, such as HNM and STRAIGHT.
  • Keywords
    signal reconstruction; speech processing; AM-FM decomposition; DAP method; aHM; adaptive harmonic model; amplitude envelope; discrete all-pole method; harmonically related sinusoids; high quality speech reconstruction; phase envelope estimation; pitch speech modifications; pitch-scale modifications; speech signals; Adaptation models; Estimation; Frequency estimation; Harmonic analysis; Noise; Speech; Speech processing; Adaptive harmonic model; Adaptive quasi-harmonic model; Pitch modification; Speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6855143
  • Filename
    6855143