• DocumentCode
    294676
  • Title

    Speech formant frequency and bandwidth tracking using multiband energy demodulation

  • Author

    Potamianos, Alexandros ; Maragos, Petros

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    1
  • fYear
    1995
  • fDate
    9-12 May 1995
  • Firstpage
    784
  • Abstract
    The AM-FM modulation model and a multiband analysis/demodulation scheme is applied to speech formant frequency and bandwidth tracking. Filtering is performed by a bank of Gabor bandpass filters. Each band is demodulated to amplitude envelope and instantaneous frequency signals using the energy separation algorithm. Short-time formant frequency and bandwidth estimates are obtained from the instantaneous amplitude and frequency signals and their merits are presented. The estimates are used to determine the formant locations and bandwidths. Performance and computational issues (frequency domain implementation) are discussed. Overall, the multiband demodulation approach to formant tracking is easy to implement, provides accurate formant frequency and realistic bandwidth estimates, and performs well in the presence of nasalization
  • Keywords
    amplitude modulation; band-pass filters; demodulation; filtering theory; frequency estimation; frequency modulation; speech processing; tracking filters; AM-FM modulation model; Gabor bandpass filter bank; amplitude envelope signals; computational issues; energy separation algorithm; filtering; formant locations; frequency domain implementation; instantaneous frequency signals; multiband analysis; multiband demodulation; multiband energy demodulation; nasalization; performance; short-time bandwidth estimates; short-time formant frequency estimates; speech bandwidth tracking; speech formant frequency tracking; Amplitude estimation; Amplitude modulation; Band pass filters; Bandwidth; Demodulation; Filtering; Frequency domain analysis; Frequency estimation; Gabor filters; Resonance; Speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
  • Conference_Location
    Detroit, MI
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-2431-5
  • Type

    conf

  • DOI
    10.1109/ICASSP.1995.479811
  • Filename
    479811