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RETRIEVING SPEAKER INFORMATION FROM PERSONALIZED ACOUSTIC MODELS FOR SPEECH RECOGNITION
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In: IEEE ICASSP 2022 ; https://hal.archives-ouvertes.fr/hal-03539741 ; IEEE ICASSP 2022, 2022, Singapour, Singapore (2022)
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Automatic Classification of Phonation Types in Spontaneous Speech: Towards a New Workflow for the Characterization of Speakers’ Voice Quality
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In: Interspeech 2021 ; https://hal.archives-ouvertes.fr/hal-03334492 ; Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.1015-1018, ⟨10.21437/Interspeech.2021-1765⟩ (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-03335126
https://hal.archives-ouvertes.fr/hal-03335126v5/document
https://hal.archives-ouvertes.fr/hal-03335126v5/file/VoicePrivacy_supplementary.pdf
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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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Benchmarking and challenges in security and privacy for voice biometrics
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In: SPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication ; https://hal.archives-ouvertes.fr/hal-03346196 ; SPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication, ISCA, Nov 2021, Magdeburg, Germany. ⟨10.21437/SPSC.2021-11⟩ ; https://spsc-symposium2021.de/#home (2021)
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| 8 |
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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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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The VoicePrivacy 2020 Challenge Evaluation Plan
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In: https://hal.archives-ouvertes.fr/hal-03623450 ; [Other] LIA - Laboratoire Informatique d'Avignon; MULTISPEECH - Speech Modeling for Facilitating Oral-Based Communication Inria Nancy - Grand Est, LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery; Eurecom [Sophia Antipolis]; University of Edinburgh. 2020 (2020)
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| 11 |
Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization
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In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01572151 ; Interspeech, Aug 2017, Stockholm, Sweden. pp.2839-2843, ⟨10.21437/Interspeech.2017-1311⟩ ; http://www.isca-speech.org/archive/Interspeech_2017/abstracts/1311.html (2017)
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Speaker verification by inexperienced and experienced listeners vs. speaker verification system
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In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-01317620 ; IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. ⟨10.1109/ICASSP.2011.5947707⟩ (2011)
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| 13 |
Short Utterance-based Video Aided Speaker Recognition
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In: IEEE International Workshop on Multimedia Signal Processing (MMSP) ; https://hal.archives-ouvertes.fr/hal-01927792 ; IEEE International Workshop on Multimedia Signal Processing (MMSP), Oct 2010, Cairns, France (2010)
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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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| 16 |
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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| 17 |
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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| 18 |
FROM GMM TO HMM FOR EMBEDDED PASSWORD-BASED SPEAKER RECOGNITION
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In: 16th European Signal Processing Conference (EUSIPCO 2008), ; https://hal.archives-ouvertes.fr/hal-01312949 ; 16th European Signal Processing Conference (EUSIPCO 2008),, Aug 2008, Lausanne, Switzerland (2008)
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| 19 |
Reinforced Temporal Structure Information For Embedded Utterance-Based Speaker Recognition
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In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01312944 ; Interspeech, Sep 2008, brisbane, Australia (2008)
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| 20 |
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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