Evaluation of Automatic Formant Tracking Method Using Fourier Ridges
Identifieur interne : 002045 ( Hal/Curation ); précédent : 002044; suivant : 002046Evaluation of Automatic Formant Tracking Method Using Fourier Ridges
Auteurs : Imen Jemaa [Tunisie] ; Kais Ouni [Tunisie] ; Yves Laprie [France]Source :
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Abstract
This paper develops a formant tracking technique based on Fourier ridges detection. This work aims at improving the performance of formant tracking algorithms. In this method, we have introduced a continuity constraint based on the computation of the centre of gravity for a set of formant candidates, which leads to link a frame of speech with its neighbours and thus improves the robustness of tracking. The formant trajectories obtained by the algorithm proposed are compared with those of a hand edited formant Arabic database, created especially for this work, and those given by Praat with LPC data.
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<front><div type="abstract" xml:lang="en">This paper develops a formant tracking technique based on Fourier ridges detection. This work aims at improving the performance of formant tracking algorithms. In this method, we have introduced a continuity constraint based on the computation of the centre of gravity for a set of formant candidates, which leads to link a frame of speech with its neighbours and thus improves the robustness of tracking. The formant trajectories obtained by the algorithm proposed are compared with those of a hand edited formant Arabic database, created especially for this work, and those given by Praat with LPC data.</div>
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<abstract xml:lang="en">This paper develops a formant tracking technique based on Fourier ridges detection. This work aims at improving the performance of formant tracking algorithms. In this method, we have introduced a continuity constraint based on the computation of the centre of gravity for a set of formant candidates, which leads to link a frame of speech with its neighbours and thus improves the robustness of tracking. The formant trajectories obtained by the algorithm proposed are compared with those of a hand edited formant Arabic database, created especially for this work, and those given by Praat with LPC data.</abstract>
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