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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03335126 ; 2021 (2021)
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03335126 ; 2021 (2021)
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The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03332224 ; 2021 (2021)
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03335126 ; 2021 (2021)
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The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03332224 ; 2021 (2021)
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03335126 ; 2021 (2021)
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings
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Tomashenko, Natalia; Wang, Xin; Vincent, Emmanuel; Patino, Jose; Srivastava, Brij Mohan Lal; Noé, Paul-Gauthier; Nautsch, Andreas; Evans, Nicholas; Yamagishi, Junichi; O'brien, Benjamin; Chanclu, Anaïs; Bonastre, Jean-François; Todisco, Massimiliano; Maouche, Mohamed
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In: https://hal.archives-ouvertes.fr/hal-03335126 ; 2021 (2021)
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Abstract:
Supplementary material to the paper "The VoicePrivacy 2020 Challenge: Results and findings" (https://hal.archives-ouvertes.fr/hal-03332224) submitted to CSL. ; The VoicePrivacy 2020 Challenge focuses on developing anonymization solutions for speech technology. This report complements the summary results and analyses presented by Tomashenko et al. (2021). After quickly recalling the challenge design and the submitted anonymization systems, we provide more detailed results and analyses. First, we present objective evaluation results for the primary challenge metrics and for alternative metrics and attack models, and we compare them with each other. Second, we present subjective evaluation results for speaker verifiability, speech naturalness, and speech intelligibility. Finally, we compare these objective and subjective evaluation results with each other.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; anonymization; attack model; automatic speech recognition; metrics; privacy; speaker verification; speech synthesis; utility; voice conversion
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URL: https://hal.archives-ouvertes.fr/hal-03335126v2/file/VoicePrivacyCSL_paper_suppl_hal3.pdf https://hal.archives-ouvertes.fr/hal-03335126v2/document https://hal.archives-ouvertes.fr/hal-03335126
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The VoicePrivacy 2020 Challenge: Results and findings
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In: https://hal.archives-ouvertes.fr/hal-03332224 ; 2021 (2021)
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Discriminating speakers using perceptual clustering interface
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In: XVII AISV Conference: Speaker Individuality in Phonetics and Speech Sciences: Speech Technology and Forensic Applications ; https://hal.archives-ouvertes.fr/hal-03160943 ; XVII AISV Conference: Speaker Individuality in Phonetics and Speech Sciences: Speech Technology and Forensic Applications, Feb 2021, Zurich, Switzerland (2021)
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Anonymous speaker clusters: Making distinctions between anonymised speech recordings with clustering interface
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In: INTERSPEECH 2021 ; https://hal.archives-ouvertes.fr/hal-03267084 ; INTERSPEECH 2021, Aug 2021, Brno, Czech Republic (2021)
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Anonymous speaker clusters: Making distinctions between anonymised speech recordings with clustering interface
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In: INTERSPEECH 2021 ; https://hal.archives-ouvertes.fr/hal-03267084 ; INTERSPEECH 2021, Aug 2021, Brno, Czech Republic (2021)
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Developing an acoustic-phonetic characterization of dysarthric speech in French
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In: 7th International Conference on Language Resources, Technologies and Evaluation (LREC) ; https://hal.archives-ouvertes.fr/hal-00528520 ; 7th International Conference on Language Resources, Technologies and Evaluation (LREC), May 2010, Valletta, Malta. pp.2831-2838 (2010)
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Description phonético-acoustique de la parole dysarthrique: le projet DesPho-APaDy
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In: Troisièmes Journées de Phonétique Clinique ; https://halshs.archives-ouvertes.fr/halshs-00610716 ; Troisièmes Journées de Phonétique Clinique, Dec 2009, Aix en Provence, France. pp.30 (2009)
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Back-and-Forth Methodology for Objective Voice Quality Assessment: From/to Expert Knowledge to/from Automatic Classification of Dysphonia
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In: ISSN: 1687-6172 ; EISSN: 1687-6180 ; EURASIP Journal on Advances in Signal Processing ; https://hal.archives-ouvertes.fr/hal-01317140 ; EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2009, 2009 (1), pp.13 - 13. ⟨10.1155/2009/982102⟩ (2009)
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Analyse Phonétique dans le Domaine Fréquentiel pour la Classification des Voix Dysphoniques
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In: Journées d'Etude sur la Parole (JEP) ; https://hal.archives-ouvertes.fr/hal-00292400 ; Journées d'Etude sur la Parole (JEP), Jun 2008, Avignon, France. pp.221-224 (2008)
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Characterization of the Pathological Voices (Dysphonia) in the frequency space
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In: International Congress of Phonetic Sciences (ICPhS) ; https://hal.archives-ouvertes.fr/hal-00173728 ; International Congress of Phonetic Sciences (ICPhS), Aug 2007, Saarbrücken, Germany. pp.1993-1996 (2007)
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Complementary approaches for voice disorder assessment
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In: Interspeech 2007 ; https://hal.archives-ouvertes.fr/hal-01616694 ; Interspeech 2007, 2007, Antwerp, Belgium. pp.1194-1197 (2007)
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Approches complémentaires pour l'évaluation des dysphonies : bilan méthodologique et perspectives
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In: ISSN: 2118-870X ; EISSN: 2264-7082 ; Travaux Interdisciplinaires du Laboratoire Parole et Langage d'Aix-en-Provence (TIPA) ; https://hal.archives-ouvertes.fr/hal-00292402 ; Travaux Interdisciplinaires du Laboratoire Parole et Langage d'Aix-en-Provence (TIPA), Laboratoire Parole et Langage, 2007, 26, pp.33-74 (2007)
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Frequency Study for the Characterization of the Dysphonic Voices
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In: INTERSPEECH 2007 ; https://hal.archives-ouvertes.fr/hal-00173730 ; INTERSPEECH 2007, Aug 2007, Antwerp, Belgium. pp.1198-1201 (2007)
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Modélisation statistique et infomations pertinentes pour la caractérisation des voix pathologiques (dysphonies)
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In: Journées d'Etude sur la Parole (JEP) ; https://hal.archives-ouvertes.fr/hal-00136742 ; Journées d'Etude sur la Parole (JEP), Jun 2006, Dinard, France. pp.93-96 (2006)
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