<?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-01802758</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="2026-05-09T05:16:55+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments</title>
            <author role="aut">
              <persName>
                <forename type="first">Thierry</forename>
                <surname>Desot</surname>
              </persName>
              <email type="md5">44eca8a9030346a9d86ee86085a6aa5e</email>
              <email type="domain">univ-grenoble-alpes.fr</email>
              <idno type="idhal" notation="string">thierry-desot</idno>
              <idno type="idhal" notation="numeric">182146</idno>
              <idno type="halauthorid" notation="string">40395-182146</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-3568-2374</idno>
              <idno type="IDREF">https://www.idref.fr/254633722</idno>
              <orgName ref="#struct-441569"/>
              <affiliation ref="#struct-1041964"/>
              <affiliation ref="#struct-1041971"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Stefania</forename>
                <surname>Raimondo</surname>
              </persName>
              <email type="md5">bf315dd23e9105e6cfbfa4edb14f2b4a</email>
              <email type="domain">mail.utoronto.ca</email>
              <idno type="idhal" notation="numeric">1032515</idno>
              <idno type="halauthorid" notation="string">1374077-1032515</idno>
              <affiliation ref="#struct-1041964"/>
              <affiliation ref="#struct-1041971"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Anastasia.</forename>
                <surname>Mishakova</surname>
              </persName>
              <email type="md5">6a38c14def55af567be7511a0677030a</email>
              <email type="domain">gmail.com</email>
              <idno type="idhal" notation="numeric">1032516</idno>
              <idno type="halauthorid" notation="string">1374078-1032516</idno>
              <affiliation ref="#struct-1041964"/>
              <affiliation ref="#struct-1041971"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">François</forename>
                <surname>Portet</surname>
              </persName>
              <email type="md5">84d7e168e9bcec0adb1f7fb0e70d0df4</email>
              <email type="domain">imag.fr</email>
              <idno type="idhal" notation="string">francois-portet</idno>
              <idno type="idhal" notation="numeric">1069</idno>
              <idno type="halauthorid" notation="string">23533-1069</idno>
              <idno type="IDREF">https://www.idref.fr/098179160</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-2542-0661</idno>
              <affiliation ref="#struct-1041964"/>
              <affiliation ref="#struct-1041971"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Michel</forename>
                <surname>Vacher</surname>
              </persName>
              <email type="md5">28d0097032862b7480f2a0fb85c1aef4</email>
              <email type="domain">imag.fr</email>
              <idno type="idhal" notation="string">michel-vacher</idno>
              <idno type="idhal" notation="numeric">709</idno>
              <idno type="halauthorid" notation="string">13580-709</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-7770-9171</idno>
              <idno type="IDREF">https://www.idref.fr/181831430</idno>
              <orgName ref="#struct-441569"/>
              <affiliation ref="#struct-1041971"/>
              <affiliation ref="#struct-1041964"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Michel</forename>
                <surname>Vacher</surname>
              </persName>
              <email type="md5">28d0097032862b7480f2a0fb85c1aef4</email>
              <email type="domain">imag.fr</email>
            </editor>
            <funder ref="#projanr-44647"/>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2018-09-12 11:22:41</date>
              <date type="whenModified">2025-09-27 19:50:15</date>
              <date type="whenReleased">2018-09-21 10:02:05</date>
              <date type="whenProduced">2018-09-11</date>
              <date type="whenEndEmbargoed">2018-09-12</date>
              <ref type="file" target="https://hal.science/hal-01802758v1/document">
                <date notBefore="2018-09-12"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01802758v1/file/2018_TSD_Desot_auteur.pdf" id="file-1872545-1899803">
                <date notBefore="2018-09-12"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="144017">
                <persName>
                  <forename>Michel</forename>
                  <surname>Vacher</surname>
                </persName>
                <email type="md5">28d0097032862b7480f2a0fb85c1aef4</email>
                <email type="domain">imag.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01802758</idno>
            <idno type="halUri">https://hal.science/hal-01802758</idno>
            <idno type="halBibtex">desot:hal-01802758</idno>
            <idno type="halRefHtml">&lt;i&gt;21st International Conference on Text, Speech and Dialogue TSD 2018&lt;/i&gt;, Sep 2018, Brno, Czech Republic. pp.509-517, &lt;a target="_blank" href="https://dx.doi.org/10.1007/978-3-030-00794-2_55"&gt;&amp;#x27E8;10.1007/978-3-030-00794-2_55&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">21st International Conference on Text, Speech and Dialogue TSD 2018, Sep 2018, Brno, Czech Republic. pp.509-517, &amp;#x27E8;10.1007/978-3-030-00794-2_55&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-1872545-1899803"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INPG">Institut polytechnique de Grenoble</idno>
            <idno type="stamp" n="LIG">Laboratoire d'Informatique de Grenoble</idno>
            <idno type="stamp" n="LIG_TDCGE_GETALP" corresp="LIG_TDCGE">GETALP</idno>
            <idno type="stamp" n="UGA-COMUE">Université Grenoble Alpes [2016-2019]</idno>
            <idno type="stamp" n="ANR">ANR</idno>
            <idno type="stamp" n="LIG_SIDCH" corresp="LIG">Systèmes intelligents pour les données, les connaissances et les humains</idno>
            <idno type="stamp" n="TEST-UGA">TEST-UGA</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">Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Thierry</forename>
                    <surname>Desot</surname>
                  </persName>
                  <email type="md5">44eca8a9030346a9d86ee86085a6aa5e</email>
                  <email type="domain">univ-grenoble-alpes.fr</email>
                  <idno type="idhal" notation="string">thierry-desot</idno>
                  <idno type="idhal" notation="numeric">182146</idno>
                  <idno type="halauthorid" notation="string">40395-182146</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-3568-2374</idno>
                  <idno type="IDREF">https://www.idref.fr/254633722</idno>
                  <orgName ref="#struct-441569"/>
                  <affiliation ref="#struct-1041964"/>
                  <affiliation ref="#struct-1041971"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Stefania</forename>
                    <surname>Raimondo</surname>
                  </persName>
                  <email type="md5">bf315dd23e9105e6cfbfa4edb14f2b4a</email>
                  <email type="domain">mail.utoronto.ca</email>
                  <idno type="idhal" notation="numeric">1032515</idno>
                  <idno type="halauthorid" notation="string">1374077-1032515</idno>
                  <affiliation ref="#struct-1041964"/>
                  <affiliation ref="#struct-1041971"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Anastasia.</forename>
                    <surname>Mishakova</surname>
                  </persName>
                  <email type="md5">6a38c14def55af567be7511a0677030a</email>
                  <email type="domain">gmail.com</email>
                  <idno type="idhal" notation="numeric">1032516</idno>
                  <idno type="halauthorid" notation="string">1374078-1032516</idno>
                  <affiliation ref="#struct-1041964"/>
                  <affiliation ref="#struct-1041971"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">François</forename>
                    <surname>Portet</surname>
                  </persName>
                  <email type="md5">84d7e168e9bcec0adb1f7fb0e70d0df4</email>
                  <email type="domain">imag.fr</email>
                  <idno type="idhal" notation="string">francois-portet</idno>
                  <idno type="idhal" notation="numeric">1069</idno>
                  <idno type="halauthorid" notation="string">23533-1069</idno>
                  <idno type="IDREF">https://www.idref.fr/098179160</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-2542-0661</idno>
                  <affiliation ref="#struct-1041964"/>
                  <affiliation ref="#struct-1041971"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Michel</forename>
                    <surname>Vacher</surname>
                  </persName>
                  <email type="md5">28d0097032862b7480f2a0fb85c1aef4</email>
                  <email type="domain">imag.fr</email>
                  <idno type="idhal" notation="string">michel-vacher</idno>
                  <idno type="idhal" notation="numeric">709</idno>
                  <idno type="halauthorid" notation="string">13580-709</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-7770-9171</idno>
                  <idno type="IDREF">https://www.idref.fr/181831430</idno>
                  <orgName ref="#struct-441569"/>
                  <affiliation ref="#struct-1041971"/>
                  <affiliation ref="#struct-1041964"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>21st International Conference on Text, Speech and Dialogue TSD 2018</title>
                  <date type="start">2018-09-11</date>
                  <date type="end">2018-09-14</date>
                  <settlement>Brno</settlement>
                  <country key="CZ">Czech Republic</country>
                </meeting>
                <editor>Sojka P.</editor>
                <editor>Horák A.</editor>
                <editor>Kopeček I.</editor>
                <editor>Pala K.</editor>
                <imprint>
                  <publisher>Springer</publisher>
                  <biblScope unit="serie">Lecture Notes in Computer Science, TSD 2018</biblScope>
                  <biblScope unit="volume">11107</biblScope>
                  <biblScope unit="pp">509-517</biblScope>
                </imprint>
              </monogr>
              <idno type="doi">10.1007/978-3-030-00794-2_55</idno>
              <ref type="publisher">https://www.tsdconference.org/tsd2018/</ref>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Voice-user interface</term>
                <term xml:lang="en">Ambient Intelligence</term>
                <term xml:lang="en">Corpora and Language Resources</term>
                <term xml:lang="en">natural language understanding</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-ai">Computer Science [cs]/Artificial Intelligence [cs.AI]</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>Despite growing interest in smart-homes, semantically annotated large voice command corpora for Natural Language development (NLU) are scarce, especially for languages other than English. In this paper, we present an approach to generate customizable synthetic corpora of semantically-annotated French commands for a smart-home. This corpus was used to train three NLU models-a triangular CRF, an attention-based RNN and the Rasa framework-evaluated using a small corpus of real users interacting with a smart home. While the attention model performs best on another large French dataset, on the small smart home corpus the models vary performance across to intent, slot and slot value classification. To the best of our knowledge, no other French corpus of semantically annotated voice commands is currently publicly available</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-1041964" status="OLD">
          <idno type="IdRef">148425550</idno>
          <idno type="ISNI">0000 0001 2286 4035</idno>
          <idno type="RNSR">200711886U</idno>
          <idno type="ROR">https://ror.org/01c8rcg82</idno>
          <orgName>Laboratoire d'Informatique de Grenoble</orgName>
          <orgName type="acronym">LIG</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>UMR 5217 - Laboratoire LIG - Bâtiment IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d’Hères Adresse postale : CS 40700 - 38058 Grenoble cedex 9Tél. : 04 57 42 14 00</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.liglab.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-89889" type="direct"/>
            <relation name="UMR5217" active="#struct-441569" type="direct"/>
            <relation active="#struct-445543" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-1041971" status="OLD">
          <orgName>Groupe d’Étude en Traduction Automatique/Traitement Automatisé des Langues et de la Parole</orgName>
          <orgName type="acronym">GETALP</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>Laboratoire LIG - Bâtiment IMAG - 700 avenue Centrale, CS 40700 - 38058 Grenoble cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://lig-getalp.imag.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-1041964" type="direct"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation name="UMR5217" active="#struct-441569" type="indirect"/>
            <relation active="#struct-445543" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-89889" status="OLD">
          <idno type="IdRef">026388804</idno>
          <idno type="ROR">https://ror.org/05sbt2524</idno>
          <orgName>Institut polytechnique de Grenoble - Grenoble Institute of Technology</orgName>
          <orgName type="acronym">Grenoble INP</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.grenoble-inp.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>
        <org type="institution" xml:id="struct-445543" status="OLD">
          <idno type="IdRef">188399275</idno>
          <idno type="ROR">https://ror.org/02rx3b187</idno>
          <orgName>Université Grenoble Alpes [2016-2019]</orgName>
          <orgName type="acronym">UGA [2016-2019]</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>38058 Grenoble cedex</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
      <listOrg type="projects">
        <org type="anrProject" xml:id="projanr-44647" status="VALID">
          <idno type="anr">ANR-16-CE33-0006</idno>
          <orgName>VOCADOM</orgName>
          <desc>Commande vocale robuste adaptée à la personne et au contexte pour l'autonomie à domicile</desc>
          <date type="start">2016</date>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>