

{"id":67,"date":"2020-10-06T15:13:28","date_gmt":"2020-10-06T13:13:28","guid":{"rendered":"https:\/\/project.inria.fr\/deepprivacy\/?page_id=67"},"modified":"2020-10-06T15:52:43","modified_gmt":"2020-10-06T13:52:43","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/deepprivacy\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>   <!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD XHTML 1.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/xhtml1\/DTD\/xhtml1-transitional.dtd\"> <html xmlns='http:\/\/www.w3.org\/1999\/xhtml' xml:lang='fr' lang='fr'> <head> <meta name=\"robots\" content=\"noindex, nofollow\" \/> <meta http-equiv=\"content-type\" content= \"text\/html;charset=UTF-8\" \/> <meta http-equiv=\"Content-Language\" content=\"fr\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"..\/css\/VisuGen.css\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"https:\/\/haltools.inria.fr\/\/css\/VisuRubriqueEncadre.css\" \/> <!-- Piwik haltools.inria.fr--> <script type=\"text\/javascript\">   var _paq = _paq || [];   _paq.push(['trackPageView']);   _paq.push(['enableLinkTracking']);   (function() {     var u=\"\/\/piwik.inria.fr\/\";     _paq.push(['setTrackerUrl', u+'piwik.php']);     _paq.push(['setSiteId', 25]);     var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];     g.type='text\/javascript'; g.async=true; g.defer=true; g.src=u+'piwik.js'; s.parentNode.insertBefore(g,s);   })(); <\/script> <noscript><\/p>\n<p><img decoding=\"async\" src=\"\/\/piwik.inria.fr\/piwik.php?idsite=25\" style=\"border:0;\" alt=\"\" \/><\/p>\n<p><\/noscript> <!-- End Piwik Code -->  <title>Publications HAL du projet ANR.  DEEP-PRIVACY<\/title> <\/head> <body> <\/p>\n<div id=\"res_script\">\n<p class='Rubrique'>2023<\/p>\n<p class='SousRubrique'>Journal articles<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03588932v1\" target=\"_blank\" >Differentially private speaker anonymization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aur\u00e9lien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche, Marc Tommasi, Nicolas Papernot<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Proceedings on Privacy Enhancing Technologies<\/i>, 2023, 2023 (1), <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.48550\/arXiv.2202.11823\">&#x27E8;10.48550\/arXiv.2202.11823&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2202.11823\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2202.11823\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03588932v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Habilitation \u00e0 diriger des recherches<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/tel-04084205v1\" target=\"_blank\" >Expressive speech processing: back to interpretable systems ?<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Marie Tahon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">Intelligence artificielle [cs.AI]. Le Mans Universit\u00e9, 2023<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/tel-04084205\/file\/HDR_Tahon-v2.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/tel-04084205\/file\/HDR_Tahon-v2.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/tel-04084205\/file\/HDR_Tahon-v2.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/tel-04084205v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Theses<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.univ-lorraine.fr\/tel-04218098v2\" target=\"_blank\" >Anonymizing Speech : Evaluating and Designing Speaker Anonymization Techniques<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">Artificial Intelligence [cs.AI]. Universit\u00e9 de Lorraine, 2023. English. <a target=\"_blank\" href=\"https:\/\/www.theses.fr\/2023LORR0101\">&#x27E8;NNT : 2023LORR0101&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.univ-lorraine.fr\/tel-04218098\/file\/PierreChampionThesisUpdate.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.univ-lorraine.fr\/tel-04218098\/file\/PierreChampionThesisUpdate.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.univ-lorraine.fr\/tel-04218098\/file\/PierreChampionThesisUpdate.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.univ-lorraine.fr\/tel-04218098v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2022<\/p>\n<p class='SousRubrique'>Journal articles<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03332224v4\" target=\"_blank\" >The VoicePrivacy 2020 Challenge: Results and findings<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier No\u00e9, Andreas Nautsch, Nicholas Evans, Junichi Yamagishi, Benjamin O&#8217;Brien, Ana\u00efs Chanclu, Jean-Fran\u00e7ois Bonastre, Massimiliano Todisco, Mohamed Maouche<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Computer Speech and Language<\/i>, 2022, 74, pp.101362. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.csl.2022.101362\">&#x27E8;10.1016\/j.csl.2022.101362&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03332224\/file\/VoicePrivacyCSL_HAL.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03332224\/file\/VoicePrivacyCSL_HAL.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03332224\/file\/VoicePrivacyCSL_HAL.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03332224v4\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03197376v3\" target=\"_blank\" >Privacy and utility of x-vector based speaker anonymization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Brij Mohan Lal Srivastava, Mohamed Maouche, Md Sahidullah, Emmanuel Vincent, Aur\u00e9lien Bellet, Marc Tommasi, Natalia Tomashenko, Xin Wang, Junichi Yamagishi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>IEEE\/ACM Transactions on Audio, Speech and Language Processing<\/i>, 2022, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/TASLP.2022.3190741\">&#x27E8;10.1109\/TASLP.2022.3190741&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03197376\/file\/design_choices_informed.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03197376\/file\/design_choices_informed.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03197376\/file\/design_choices_informed.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03197376v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03369137v2\" target=\"_blank\" >Enhancing speech privacy with slicing<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aur\u00e9lien Bellet, Marc Tommasi, Emmanuel Vincent<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Interspeech 2022 &#8211; Human and Humanizing Speech Technology<\/i>, Sep 2022, Incheon, South Korea<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03369137\/file\/maouche_IS2022.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03369137\/file\/maouche_IS2022.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03369137\/file\/maouche_IS2022.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03369137v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03753746v3\" target=\"_blank\" >Are disentangled representations all you need to build speaker anonymization systems?<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion, Denis Jouvet, Anthony Larcher<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2022 &#8211; Human and Humanizing Speech Technology<\/i>, Sep 2022, incheon, South Korea<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03753746\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03753746\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03753746\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03753746v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03609205v1\" target=\"_blank\" >Privacy-Preserving Speech Representation Learning using Vector Quantization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion, Denis Jouvet, Anthony Larcher<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>JEP 2022 &#8211; Journ\u00e9es d&#8217;\u00c9tudes sur la Parole<\/i>, Jun 2022, \u00cele de Noirmoutier, France<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03609205\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03609205\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03609205\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03609205v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03636737v1\" target=\"_blank\" >Evaluation of Speaker Anonymization on Emotional Speech<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Hubert Nourtel, Pierre Champion, Denis Jouvet, Anthony Larcher, Marie Tahon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>JEP 2022 &#8211; Journ\u00e9es d&#8217;\u00c9tudes sur la Parole<\/i>, Jun 2022, \u00cele de Noirmoutier, France<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03636737\/file\/JEP2022_Emotion_Final.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03636737\/file\/JEP2022_Emotion_Final.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03636737\/file\/JEP2022_Emotion_Final.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03636737v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03626964v1\" target=\"_blank\" >On speaker verification from the neural network footprint of personalized acoustic models<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Est\u00e8ve, Jean-Fran\u00e7ois Bonastre<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Journ\u00e9es d&#8217;\u00c9tudes sur la Parole &#8211; JEP2022<\/i>, Jun 2022, \u00cele de Noirmoutier, France<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03626964\/file\/FL_JEP_2022-HAL.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03626964\/file\/FL_JEP_2022-HAL.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03626964\/file\/FL_JEP_2022-HAL.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03626964v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03539741v1\" target=\"_blank\" >Retrieving Speaker Information from Personalized Acoustic Models for Speech Recognition<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Salima Mdhaffar, Jean-Fran\u00e7ois Bonastre, Marc Tommasi, Natalia Tomashenko, Yannick Est\u00e8ve<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>IEEE ICASSP 2022<\/i>, 2022, Singapour, Singapore<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03539741\/file\/ICASSP_2022_SpeakerAnalysisInfoPrivacyVF.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03539741\/file\/ICASSP_2022_SpeakerAnalysisInfoPrivacyVF.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03539741\/file\/ICASSP_2022_SpeakerAnalysisInfoPrivacyVF.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03539741v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03539742v2\" target=\"_blank\" >Privacy attacks for automatic speech recognition acoustic models in a federated learning framework<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Salima Mdhaffar, Marc Tommasi, Yannick Est\u00e8ve, Jean-Fran\u00e7ois Bonastre<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICASSP 2022<\/i>, 2022, Singapour, Singapore<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03539742\/file\/FL_icassp2022_c.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03539742\/file\/FL_icassp2022_c.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03539742\/file\/FL_icassp2022_c.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03539742v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03335126v6\" target=\"_blank\" >Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier No\u00e9, Andreas Nautsch, Nicholas Evans, Junichi Yamagishi, Benjamin O&#8217;Brien, Ana\u00efs Chanclu, Jean-Fran\u00e7ois Bonastre, Massimiliano Todisco, Mohamed Maouche<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2022<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03335126\/file\/VoicePrivacyCSL_supplementary_HAL.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03335126\/file\/VoicePrivacyCSL_supplementary_HAL.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03335126\/file\/VoicePrivacyCSL_supplementary_HAL.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03335126v6\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03623516v2\" target=\"_blank\" >The VoicePrivacy 2022 Challenge Evaluation Plan<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Xin Wang, Xiaoxiao Miao, Hubert Nourtel, Pierre Champion, Massimiliano Todisco, Emmanuel Vincent, Nicholas Evans, Junichi Yamagishi, Jean-Fran\u00e7ois Bonastre<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2022<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03623516\/file\/Challenge_2022_hal.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03623516\/file\/Challenge_2022_hal.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03623516\/file\/Challenge_2022_hal.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03623516v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2021<\/p>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03356021v2\" target=\"_blank\" >On the invertibility of a voice privacy system using embedding alignement<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion, Thomas Thebaud, Ga\u00ebl Le Lan, Anthony Larcher, Denis Jouvet<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ASRU 2021 &#8211; IEEE Automatic Speech Recognition and Understanding Workshop<\/i>, Dec 2021, Cartagena, Colombia<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03356021\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03356021\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03356021\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03356021v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03346196v1\" target=\"_blank\" >Benchmarking and challenges in security and privacy for voice biometrics<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Jean-Francois Bonastre, Hector Delgado, Nicholas Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noe, Jose Patino, Md Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication<\/i>, ISCA, Nov 2021, Magdeburg, Germany. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.21437\/SPSC.2021-11\">&#x27E8;10.21437\/SPSC.2021-11&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03346196\/file\/2109.00281.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03346196\/file\/2109.00281.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03346196\/file\/2109.00281.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03346196v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03377797v1\" target=\"_blank\" >Evaluation of Speaker Anonymization on Emotional Speech<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Hubert Nourtel, Pierre Champion, Denis Jouvet, Anthony Larcher, Marie Tahon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SPSC 2021 &#8211; 1st ISCA Symposium on Security and Privacy in Speech Communication<\/i>, Nov 2021, Virtual, Germany<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03377797\/file\/ISCA_SPSC_Symposium_EMOTION.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03377797\/file\/ISCA_SPSC_Symposium_EMOTION.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03377797\/file\/ISCA_SPSC_Symposium_EMOTION.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03377797v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03369206v1\" target=\"_blank\" >Study on Acoustic Model Personalization in a Context of Collaborative Learning Constrained by Privacy Preservation<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Salima Mdhaffar, Marc Tommasi, Yannick Est\u00e8ve<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SPECOM 2021 &#8211; 23rd International Conference on Speech and Computer<\/i>, Sep 2021, St Petersburg, Russia. pp.426 &#8211; 436, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-030-87802-3_39\">&#x27E8;10.1007\/978-3-030-87802-3_39&#x27E9;<\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03369206\/file\/Personalization___SPECOM_21-4.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03369206\/file\/Personalization___SPECOM_21-4.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03369206\/file\/Personalization___SPECOM_21-4.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03369206v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03351943v3\" target=\"_blank\" >Evaluating X-vector-based Speaker Anonymization under White-box Assessment<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion, Denis Jouvet, Anthony Larcher<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>SPECOM 2021 &#8211; 23rd International Conference on Speech and Computer<\/i>, Sep 2021, Saint Petersburg, Russia<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03351943\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03351943\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03351943\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03351943v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03267084v2\" target=\"_blank\" >Anonymous speaker clusters: Making distinctions between anonymised speech recordings with clustering interface<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Benjamin O&#8217;Brien, Natalia Tomashenko, Ana\u00efs Chanclu, Jean-Fran\u00e7ois Bonastre<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2021<\/i>, Aug 2021, Brno, Czech Republic<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03267084\/file\/Linkablity_INTERSPEECH_2021%281%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03267084\/file\/Linkablity_INTERSPEECH_2021%281%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03267084\/file\/Linkablity_INTERSPEECH_2021%281%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03267084v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2020<\/p>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-02995862v2\" target=\"_blank\" >A Study of F0 Modification for X-Vector Based Speech Pseudo-Anonymization Across Gender<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Pierre Champion, Denis Jouvet, Anthony Larcher<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>The Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI).<\/i>, Nov 2020, online, United States<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-02995862\/file\/AAAI_Workshop_on_Privacy_Preserving_Artificial_Intelligence__PPAI_21_.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-02995862\/file\/AAAI_Workshop_on_Privacy_Preserving_Artificial_Intelligence__PPAI_21_.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-02995862\/file\/AAAI_Workshop_on_Privacy_Preserving_Artificial_Intelligence__PPAI_21_.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-02995862v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02562199v3\" target=\"_blank\" >Introducing the VoicePrivacy initiative<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Jose Patino, Jean-Fran\u00e7ois Bonastre, Paul-Gauthier No\u00e9, Massimiliano Todisco<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2020<\/i>, Oct 2020, Shanghai, China<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02562199\/file\/IS_2020_VP_challenge_camera_ready.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02562199\/file\/IS_2020_VP_challenge_camera_ready.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02562199\/file\/IS_2020_VP_challenge_camera_ready.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02562199v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-02610447v2\" target=\"_blank\" >Design Choices for X-vector Based Speaker Anonymization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Brij Mohan Lal Srivastava, Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Junichi Yamagishi, Mohamed Maouche, Aur\u00e9lien Bellet, Marc Tommasi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2020<\/i>, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-02610447\/file\/design_choices_cameraready.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-02610447\/file\/design_choices_cameraready.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-02610447\/file\/design_choices_cameraready.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-02610447v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02907918v1\" target=\"_blank\" >A comparative study of speech anonymization metrics<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Mohamed Maouche, Brij Mohan Lal Srivastava, Nathalie Vauquier, Aur\u00e9lien Bellet, Marc Tommasi, Emmanuel Vincent<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2020<\/i>, Oct 2020, Shanghai, China<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02907918\/file\/anonymization_metrics_IS2020.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02907918\/file\/anonymization_metrics_IS2020.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02907918\/file\/anonymization_metrics_IS2020.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02907918v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02166432v2\" target=\"_blank\" >Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Aur\u00e9lien Bellet, Rachid Guerraoui, Hadrien Hendrikx<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>DISC 2020 &#8211; 34th International Symposium on Distributed Computing<\/i>, Oct 2020, Freiburg \/ Virtual, Germany<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02166432\/file\/1902.07138%20%281%29.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02166432\/file\/1902.07138%20%281%29.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02166432\/file\/1902.07138%20%281%29.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02166432v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02310236v2\" target=\"_blank\" >Private Protocols for U-Statistics in the Local Model and Beyond<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">James Bell, Aur\u00e9lien Bellet, Adri\u00e0 Gasc\u00f3n, Tejas Kulkarni<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>AISTATS 2020 &#8211; 23rd International Conference on Artificial Intelligence and Statistics<\/i>, Aug 2020, Palermo, Italy<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02310236\/file\/aistats20_privacy.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02310236\/file\/aistats20_privacy.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02310236\/file\/aistats20_privacy.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02310236v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02355115v2\" target=\"_blank\" >Evaluating Voice Conversion-based Privacy Protection against Informed Attackers<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Brij Mohan Lal Srivastava, Nathalie Vauquier, Md Sahidullah, Aur\u00e9lien Bellet, Marc Tommasi, Emmanuel Vincent<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>ICASSP 2020 &#8211; 45th International Conference on Acoustics, Speech, and Signal Processing<\/i>, IEEE Signal Processing Society, May 2020, Barcelona, Spain. pp.2802-2806<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02355115\/file\/ppvc_final.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02355115\/file\/ppvc_final.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02355115\/file\/ppvc_final.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02355115v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Poster communications<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03117816v1\" target=\"_blank\" >Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">C\u00e9sar Sabater, Aur\u00e9lien Bellet, Jan Ramon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>NeurIPS 2020 workshop on Privacy Preserving Machine Learning &#8211; PriML and PPML Joint Edition<\/i>, Dec 2020, Vancouver (Virtual Workshop), Canada. <a target=\"_blank\" href=\"https:\/\/ppml-workshop.github.io\/\"><\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2006.07218\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2006.07218\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03117816v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03117907v1\" target=\"_blank\" >\u00c9change de bruit corr\u00e9l\u00e9 pour le calcul distribu\u00e9 de moyenne avec garanties de confidentialit\u00e9 diff\u00e9rentielle<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">C\u00e9sar Sabater, Aur\u00e9lien Bellet, Jan Ramon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>Conf\u00e9rence sur l&#8217;Apprentissage Automatique 2020<\/i>, Jun 2020, Vannes (Virtual), France. <a target=\"_blank\" href=\"https:\/\/cap-rfiap2020.sciencesconf.org\/\"><\/a><\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt>\n<dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/arxiv.org\/pdf\/2006.07218\"  target=\"_blank\"><img decoding=\"async\" alt=\"https:\/\/arxiv.org\/pdf\/2006.07218\" src=\"https:\/\/haltools.inria.fr\/images\/arxiv.gif\" border=\"0\" title=\"arXiv PDF\" width=\"16px\" height=\"16px\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03117907v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Reports<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-03623450v2\" target=\"_blank\" >The VoicePrivacy 2020 Challenge Evaluation Plan<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Natalia Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, Junichi Yamagishi, Nicholas Evans, Jose Patino, Jean-Fran\u00e7ois Bonastre, Paul-Gauthier No\u00e9, Massimiliano Todisco<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">[0] LIA &#8211; Laboratoire Informatique d&#8217;Avignon; MULTISPEECH &#8211; Speech Modeling for Facilitating Oral-Based Communication Inria Nancy &#8211; Grand Est, LORIA &#8211; NLPKD &#8211; Department of Natural Language Processing &#038; Knowledge Discovery; Eurecom [Sophia Antipolis]; University of Edinburgh. 2020<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-03623450\/file\/Challenge_2020_HAL%2B.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-03623450\/file\/Challenge_2020_HAL%2B.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-03623450\/file\/Challenge_2020_HAL%2B.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-03623450v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03100019v1\" target=\"_blank\" >Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">C\u00e9sar Sabater, Aur\u00e9lien Bellet, Jan Ramon<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2020<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03100019\/file\/2006.07218.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03100019\/file\/2006.07218.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03100019\/file\/2006.07218.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03100019v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-03100005v3\" target=\"_blank\" >Privacy Amplification by Decentralization<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Edwige Cyffers, Aur\u00e9lien Bellet<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">2020<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-03100005\/file\/2012.05326.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-03100005\/file\/2012.05326.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-03100005\/file\/2012.05326.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-03100005v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='Rubrique'>2019<\/p>\n<p class='SousRubrique'>Conference papers<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02166434v1\" target=\"_blank\" >Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Brij Mohan Lal Srivastava, Aur\u00e9lien Bellet, Marc Tommasi, Emmanuel Vincent<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\"><i>INTERSPEECH 2019 &#8211; 20th Annual Conference of the International Speech Communication Association<\/i>, Sep 2019, Graz, Austria<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02166434\/file\/srivastava_IS19.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02166434\/file\/srivastava_IS19.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02166434\/file\/srivastava_IS19.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02166434v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl>\n<p class='SousRubrique'>Reports<\/p>\n<dl class='NoticeRes'>\n<dt class=\"ChampRes\">titre<\/dt>\n<dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-02166433v1\" target=\"_blank\" >Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs<\/a><\/dd>\n<dt class=\"ChampRes\">auteur<\/dt>\n<dd class=\"ValeurRes Auteurs\">Valentina Zantedeschi, Aur\u00e9lien Bellet, Marc Tommasi<\/dd>\n<dt class=\"ChampRes\">article<\/dt>\n<dd class=\"ValeurRes article\">[Research Report] Inria. 2019<\/dd>\n<dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt>\n<dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-02166433\/file\/1901.08460.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-02166433\/file\/1901.08460.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-02166433\/file\/1901.08460.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-02166433v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd>\n<\/dl><\/div>\n<p> <\/body> <\/html> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>Publications HAL du projet ANR. DEEP-PRIVACY 2023 Journal articles titre Differentially private speaker anonymization auteur Ali Shahin Shamsabadi, Brij Mohan Lal Srivastava, Aur\u00e9lien Bellet, Nathalie Vauquier, Emmanuel Vincent, Mohamed Maouche, Marc Tommasi, Nicolas Papernot article Proceedings on Privacy Enhancing Technologies, 2023, 2023 (1), &#x27E8;10.48550\/arXiv.2202.11823&#x27E9; Acc\u00e8s au bibtex Habilitation \u00e0 diriger\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/deepprivacy\/publications\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1861,"featured_media":0,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-67","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/pages\/67","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/users\/1861"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/comments?post=67"}],"version-history":[{"count":9,"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/pages\/67\/revisions"}],"predecessor-version":[{"id":85,"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/pages\/67\/revisions\/85"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/deepprivacy\/wp-json\/wp\/v2\/media?parent=67"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}