<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-05605477</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-01T03:22:13+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">When Children Talk and Machines Listen: Toward an Interpretable Speech-Based Screener for Dutch Developmental Language Disorder</title>
            <author role="aut">
              <persName>
                <forename type="first">Elio</forename>
                <surname>Stasica</surname>
              </persName>
              <email type="md5">ddb2fb272748349a68efd16b595993aa</email>
              <email type="domain">univ-lorraine.fr</email>
              <idno type="idhal" notation="string">elio-stasica</idno>
              <idno type="idhal" notation="numeric">1674386</idno>
              <idno type="halauthorid" notation="string">4113324-1674386</idno>
              <idno type="ORCID">https://orcid.org/0009-0009-0537-2966</idno>
              <idno type="GOOGLE SCHOLAR">LK-3PeMAAAAJ</idno>
              <affiliation ref="#struct-420403"/>
              <affiliation ref="#struct-150772"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Charlotte</forename>
                <surname>Pouw</surname>
              </persName>
              <idno type="halauthorid">4113355-0</idno>
              <affiliation ref="#struct-146643"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Louis</forename>
                <surname>Berard</surname>
              </persName>
              <idno type="halauthorid">4113356-0</idno>
              <affiliation ref="#struct-301952"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Willemijn</forename>
                <surname>Doedens</surname>
              </persName>
              <idno type="halauthorid">4113357-0</idno>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Vincent</forename>
                <surname>P. Martin</surname>
              </persName>
              <email type="md5">7b5a08a2cdead2f3b93d524015e56700</email>
              <email type="domain">inria.fr</email>
              <idno type="idhal" notation="string">vincent-p-martin</idno>
              <idno type="idhal" notation="numeric">21887</idno>
              <idno type="halauthorid" notation="string">44862-21887</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-5937-4259</idno>
              <idno type="GOOGLE SCHOLAR">PRSP8zMAAAAJ</idno>
              <affiliation ref="#struct-150772"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Elio</forename>
                <surname>Stasica</surname>
              </persName>
              <email type="md5">ddb2fb272748349a68efd16b595993aa</email>
              <email type="domain">univ-lorraine.fr</email>
            </editor>
            <funder ref="#projanr-185719"/>
            <funder>NWA.1292.19.399</funder>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2026-04-28 16:00:32</date>
              <date type="whenModified">2026-05-01 03:19:16</date>
              <date type="whenReleased">2026-04-29 08:03:15</date>
              <date type="whenProduced">2026-05-03</date>
              <date type="whenEndEmbargoed">2026-04-28</date>
              <ref type="file" target="https://hal.science/hal-05605477v1/document">
                <date notBefore="2026-04-28"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-05605477v1/file/ICASSP2026_DLD.pdf" id="file-5605477-4803129">
                <date notBefore="2026-04-28"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="1806940">
                <persName>
                  <forename>Elio</forename>
                  <surname>Stasica</surname>
                </persName>
                <email type="md5">ddb2fb272748349a68efd16b595993aa</email>
                <email type="domain">univ-lorraine.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-05605477</idno>
            <idno type="halUri">https://hal.science/hal-05605477</idno>
            <idno type="halBibtex">stasica:hal-05605477</idno>
            <idno type="halRefHtml">&lt;i&gt;ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)&lt;/i&gt;, May 2026, Barcelone, Spain. pp.17977-17981, &lt;a target="_blank" href="https://dx.doi.org/10.1109/ICASSP55912.2026.11462967"&gt;&amp;#x27E8;10.1109/ICASSP55912.2026.11462967&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2026, Barcelone, Spain. pp.17977-17981, &amp;#x27E8;10.1109/ICASSP55912.2026.11462967&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by-nc-nd/4.0/">CC BY-NC-ND 4.0 - Attribution - Non-commercial use - No Derivative Works<ref corresp="#file-5605477-4803129"/></licence>
            </availability>
          </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="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</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="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="CENTRALESUPELEC">Ecole CentraleSupélec</idno>
            <idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="LORIA">Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno>
            <idno type="stamp" n="LORIA-NLPKD" corresp="LORIA">Department of Natural Language Processing &amp; Knowledge Discovery</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="ANR-IA-23" corresp="ANR-IA">ANR-IA-23</idno>
            <idno type="stamp" n="ANR-IA">ANR-IA</idno>
            <idno type="stamp" n="AM2I-UL">Pôle scientifique Automatique, Mathématiques, Informatique et leurs Intéractions de l'Université de Lorraine</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">When Children Talk and Machines Listen: Toward an Interpretable Speech-Based Screener for Dutch Developmental Language Disorder</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Elio</forename>
                    <surname>Stasica</surname>
                  </persName>
                  <email type="md5">ddb2fb272748349a68efd16b595993aa</email>
                  <email type="domain">univ-lorraine.fr</email>
                  <idno type="idhal" notation="string">elio-stasica</idno>
                  <idno type="idhal" notation="numeric">1674386</idno>
                  <idno type="halauthorid" notation="string">4113324-1674386</idno>
                  <idno type="ORCID">https://orcid.org/0009-0009-0537-2966</idno>
                  <idno type="GOOGLE SCHOLAR">LK-3PeMAAAAJ</idno>
                  <affiliation ref="#struct-420403"/>
                  <affiliation ref="#struct-150772"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Charlotte</forename>
                    <surname>Pouw</surname>
                  </persName>
                  <idno type="halauthorid">4113355-0</idno>
                  <affiliation ref="#struct-146643"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Louis</forename>
                    <surname>Berard</surname>
                  </persName>
                  <idno type="halauthorid">4113356-0</idno>
                  <affiliation ref="#struct-301952"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Willemijn</forename>
                    <surname>Doedens</surname>
                  </persName>
                  <idno type="halauthorid">4113357-0</idno>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Vincent</forename>
                    <surname>P. Martin</surname>
                  </persName>
                  <email type="md5">7b5a08a2cdead2f3b93d524015e56700</email>
                  <email type="domain">inria.fr</email>
                  <idno type="idhal" notation="string">vincent-p-martin</idno>
                  <idno type="idhal" notation="numeric">21887</idno>
                  <idno type="halauthorid" notation="string">44862-21887</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-5937-4259</idno>
                  <idno type="GOOGLE SCHOLAR">PRSP8zMAAAAJ</idno>
                  <affiliation ref="#struct-150772"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</title>
                <meeting>
                  <title>ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</title>
                  <date type="start">2026-05-03</date>
                  <date type="end">2026-05-08</date>
                  <settlement>Barcelone</settlement>
                  <country key="ES">Spain</country>
                </meeting>
                <imprint>
                  <publisher>IEEE</publisher>
                  <biblScope unit="pp">17977-17981</biblScope>
                  <date type="datePub">2026-04-21</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/ICASSP55912.2026.11462967</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Automatic Classification</term>
                <term xml:lang="en">Feature Selection</term>
                <term xml:lang="en">Interpretability</term>
                <term xml:lang="en">Developmental Language Disorder</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-cl">Computer Science [cs]/Computation and Language [cs.CL]</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>We investigate the automatic detection of Developmental Language Disorder (DLD) from semi-spontaneous Dutch child speech. We train classifiers exclusively on acoustic features, without relying on transcriptions. Using heterogeneous data from multiple sources, we address three research questions: (1) whether domain adaptation can reduce cross-domain variability; (2) whether self-supervised learning (SSL) speech representations outperform handcrafted acoustic features; and (3) which handcrafted features are consistently informative across datasets. Our results show that domain adaptation effectively mitigates domain effects. Moreover, handcrafted features achieve performance comparable to SSL features while providing greater transparency and interpretability. Finally, the most informative handcrafted features align closely with established clinical markers of DLD, supporting their use in interpretable and clinically meaningful early screening.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-420403" status="VALID">
          <idno type="RNSR">201421147E</idno>
          <idno type="ROR">https://ror.org/02mv3qy73</idno>
          <orgName>Speech Modeling for Facilitating Oral-Based Communication</orgName>
          <orgName type="acronym">MULTISPEECH</orgName>
          <date type="start">2015-07-01</date>
          <date type="end">2029-04-30</date>
          <desc>
            <address>
              <addrLine>Centre Inria de l'Université de Lorraine , 615 Rue du Jardin-Botanique, 54600 Villers-lès-Nancy</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/multispeech</ref>
          </desc>
          <listRelation>
            <relation active="#struct-129671" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-423086" type="direct"/>
            <relation active="#struct-206040" type="indirect"/>
            <relation active="#struct-411575" type="indirect"/>
            <relation active="#struct-413289" type="indirect"/>
            <relation name="UMR7503" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-150772" status="VALID">
          <idno type="RNSR">201120979K</idno>
          <idno type="ROR">https://ror.org/02xc7ww16</idno>
          <orgName>Semantic Analysis of Natural Language</orgName>
          <orgName type="acronym">SEMAGRAMME</orgName>
          <date type="start">2013-07-01</date>
          <date type="end">2026-04-30</date>
          <desc>
            <address>
              <addrLine>615 Rue du Jardin-Botanique, 54600 Villers-lès-Nancy</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/semagramme</ref>
          </desc>
          <listRelation>
            <relation active="#struct-129671" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-423086" type="direct"/>
            <relation active="#struct-206040" type="indirect"/>
            <relation active="#struct-411575" type="indirect"/>
            <relation active="#struct-413289" type="indirect"/>
            <relation name="UMR7503" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-146643" status="VALID">
          <idno type="ROR">https://ror.org/04dkp9463</idno>
          <orgName>Universiteit van Amsterdam</orgName>
          <orgName type="acronym">UvA</orgName>
          <desc>
            <address>
              <addrLine>Spui 21, 1012 WX Amsterdam -  Postbus 19268, 1000 GG Amsterdam</addrLine>
              <country key="NL"/>
            </address>
            <ref type="url">http://www.uva.nl/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-301952" status="VALID">
          <idno type="ROR">https://ror.org/03h7r5v07</idno>
          <orgName>Università cattolica del Sacro Cuore [Milano]</orgName>
          <orgName type="acronym">Unicatt</orgName>
          <date type="start">1921-01-01</date>
          <desc>
            <address>
              <addrLine>Largo A. Gemelli, 1 - 20123 Milano</addrLine>
              <country key="IT"/>
            </address>
            <ref type="url">http://www.unicatt.it</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-129671" status="VALID">
          <idno type="RNSR">198618246Y</idno>
          <idno type="ROR">https://ror.org/03fcjvn64</idno>
          <orgName>Centre Inria de l'Université de Lorraine</orgName>
          <desc>
            <address>
              <addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/nancy</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="department" xml:id="struct-423086" status="VALID">
          <orgName>Department of Natural Language Processing &amp; Knowledge Discovery</orgName>
          <orgName type="acronym">LORIA - NLPKD</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.loria.fr/en/research/departments/natural-language-processing-and-knowledge-discovery/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-206040" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-411575" type="indirect"/>
            <relation active="#struct-413289" type="indirect"/>
            <relation name="UMR7503" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-206040" status="VALID">
          <idno type="IdRef">067077927</idno>
          <idno type="ISNI">0000000121795429</idno>
          <idno type="RNSR">198912571S</idno>
          <idno type="IdUnivLorraine">[UL]RSI--</idno>
          <idno type="ROR">https://ror.org/02vnf0c38</idno>
          <orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName>
          <orgName type="acronym">LORIA</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.loria.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
            <relation active="#struct-411575" type="direct"/>
            <relation active="#struct-413289" type="direct"/>
            <relation name="UMR7503" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-411575" status="VALID">
          <idno type="IdRef">184443237</idno>
          <idno type="ROR">https://ror.org/019tcpt25</idno>
          <orgName>CentraleSupélec</orgName>
          <desc>
            <address>
              <addrLine>3, rue Joliot Curie,Plateau de Moulon,91192 GIF-SUR-YVETTE Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.centralesupelec.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-413289" status="VALID">
          <idno type="IdRef">157040569</idno>
          <idno type="IdUnivLorraine">[UL]100--</idno>
          <idno type="ROR">https://ror.org/04vfs2w97</idno>
          <orgName>Université de Lorraine</orgName>
          <orgName type="acronym">UL</orgName>
          <date type="start">2012-01-01</date>
          <desc>
            <address>
              <addrLine>34 cours Léopold - CS 25233 - 54052 Nancy cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-lorraine.fr/</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-185719" status="VALID">
          <idno type="anr">ANR-23-IACL-0004</idno>
          <orgName>ENACT</orgName>
          <desc>European Center on Artificial Intelligence Through Innovation</desc>
          <date type="start">2023</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>