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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Lorraine</orgName></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>Automatic speech processing</term><term>formants</term><term>speech analysis</term></keywords></textClass></profileDesc></teiHeader><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></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Evaluation of Automatic Formant Tracking Method Using Fourier Ridges</title><author role="aut"><persName><forename type="first">Imen</forename><surname>Jemaa</surname></persName><email>imen_jemaa@yahoo.fr</email><idno type="halauthor">447662</idno><orgName ref="#struct-364154"></orgName><affiliation ref="#struct-103726"></affiliation></author><author role="aut"><persName><forename type="first">Kais</forename><surname>Ouni</surname></persName><email></email><idno type="halauthor">210906</idno><affiliation ref="#struct-103726"></affiliation></author><author role="aut"><persName><forename type="first">Yves</forename><surname>Laprie</surname></persName><email>Yves.Laprie@loria.fr</email><idno type="idhal">yves-laprie</idno><idno type="halauthor">58846</idno><affiliation ref="#struct-2359"></affiliation></author><editor role="depositor"><persName><forename>Yves</forename><surname>Laprie</surname></persName><email>Yves.Laprie@loria.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2010-12-07 15:08:16</date><date type="whenModified">2016-05-18 08:54:45</date><date type="whenReleased">2010-12-07 15:08:16</date><date type="whenProduced">2010</date></edition><respStmt><resp>contributor</resp><name key="104041"><persName><forename>Yves</forename><surname>Laprie</surname></persName><email>Yves.Laprie@loria.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">inria-00544221</idno><idno type="halUri">https://hal.inria.fr/inria-00544221</idno><idno type="halBibtex">jemaa:inria-00544221</idno><idno type="halRefHtml">Cognitive Computation, Springer, 2010, 2, pp.170-179</idno><idno type="halRef">Cognitive Computation, Springer, 2010, 2, pp.170-179</idno></publicationStmt><seriesStmt><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="INPL">Institut National Polytechnique de Lorraine</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="LORIA-TALC" p="LORIA">Traitement automatique des langues et des connaissances</idno><idno type="stamp" n="INRIA2">INRIA 2</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LABO-LORIA-SET" p="LORIA">LABO-LORIA-SET</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Evaluation of Automatic Formant Tracking Method Using Fourier Ridges</title><author role="aut"><persName><forename type="first">Imen</forename><surname>Jemaa</surname></persName><email>imen_jemaa@yahoo.fr</email><idno type="halAuthorId">447662</idno><orgName ref="#struct-364154"></orgName><affiliation ref="#struct-103726"></affiliation></author><author role="aut"><persName><forename type="first">Kais</forename><surname>Ouni</surname></persName><idno type="halAuthorId">210906</idno><affiliation ref="#struct-103726"></affiliation></author><author role="aut"><persName><forename type="first">Yves</forename><surname>Laprie</surname></persName><email>Yves.Laprie@loria.fr</email><idno type="idHal">yves-laprie</idno><idno type="halAuthorId">58846</idno><affiliation ref="#struct-2359"></affiliation></author></analytic><monogr><idno type="halJournalId" status="INCOMING">63866</idno><title level="j">Cognitive Computation</title><imprint><publisher>Springer</publisher><biblScope unit="volume">2</biblScope><biblScope unit="pp">170-179</biblScope><date type="datePub">2010</date></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">Automatic speech processing</term><term xml:lang="en">formants</term><term xml:lang="en">speech analysis</term></keywords><classCode scheme="acm" n="J.5"></classCode><classCode scheme="halDomain" n="scco.ling">Cognitive science/Linguistics</classCode><classCode scheme="halTypology" n="ART">Journal articles</classCode></textClass><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><particDesc><org type="consortium">CMCU avec l'ENIT</org></particDesc></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
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