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Automatic Formant Tracking Method Using Fourier Ridges

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Advances in Nonlinear Speech Processing (NOLISP 2009)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5933))

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Abstract

This paper develops a formant tracking method based on Fourier ridges detection. This work aims to improve the performance of formant tracking algorithm. In this method we have introduced a continuity constraint based on the computation of centre of gravity for a set of frequency formant candidates which leads to connect a frame of speech to its neighbours and thus to improve the robustness of track. The formant trajectories obtained by the algorithm proposed are compared to those of the hand edited formant Arabic database and those given by Praat with LPC data.

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References

  1. Acero, A.: Formant Analysis and Synthesis using Hidden Markov Models. In: Proc. of the Eurospeech Conference, Budapest (1999)

    Google Scholar 

  2. Abdellaty Ali, A.M., Van der Spiegel, J., Mueller, P.: Robust Auditory-based Processing using the Average Localized Synchrony Detection. IEEE Transaction Speech and Audio Processing (2002)

    Google Scholar 

  3. Xia, K., Wilson, C.E.: A new Strategy of Formant Tracking based on Dynamic Programming. In: International Conference on Spoken Language Processing, ICSLP, Beijing, Chine (2000)

    Google Scholar 

  4. McCandless, S.: An algorithm for Automatic Formant extraction using Linear Prediction Spectra. Proc. IEEE 22, 135–141 (1974)

    Google Scholar 

  5. Laprie, Y.: A Concurrent Curve Strategy for Formant Tracking. In: Proc. of ICSLP, Jegu, Korea (2004)

    Google Scholar 

  6. Mallat, S.: A Wavelet Tour of Signal Processing. Academic Press, London (1999)

    MATH  Google Scholar 

  7. Châari, S., Ouni, K., Ellouze, N.: Wavelet Ridge Track Interpretation in Terms of Formants. In: International Conference on Speech and Language Processing, INTERSPEECH-ICSLP, Pittsburgh, Pennsylvania, USA, pp. 1017–1020 (2006)

    Google Scholar 

  8. http://www.loria.fr/~laprie/WinSnoori/

  9. http://www.praat.org/

  10. Boudraa, M., Boudraa, B., Guerin, B.: Twenty Lists of Ten Arabic Sentences for Assessment. In: Proc. of ACUSTICA, vol. 86, pp. 870–882 (2000)

    Google Scholar 

  11. Deng, L.: A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing. In: Proc. of ICASSP (2006)

    Google Scholar 

  12. Ghazeli, S.: Back Consonants and Backing Coarticulation in Arabic. PhD, University of Texas, Austin (1977)

    Google Scholar 

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Jemaa, I., Ouni, K., Laprie, Y. (2010). Automatic Formant Tracking Method Using Fourier Ridges. In: Solé-Casals, J., Zaiats, V. (eds) Advances in Nonlinear Speech Processing. NOLISP 2009. Lecture Notes in Computer Science(), vol 5933. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11509-7_14

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  • DOI: https://doi.org/10.1007/978-3-642-11509-7_14

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-11508-0

  • Online ISBN: 978-3-642-11509-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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