Paul-Gauthier Noé
15
Documents
Présentation
I just received a PhD in Computer Science in Avignon Université under the supervision of Jean-François Bonastre and Driss Matrouf. I was working for the international JST-ANR VoicePersonae project and my main research interests are **Speaker verification**, **Bayesian decision theory**, **Calibration of probabilities** and **Privacy in Speech**.
My thesis is named *Representing evidence for attribute privacy: bayesian updating, compositional evidence, and calibration* and can be found [here](https://theses.hal.science/tel-04264175/).
Today, I am a postdoctoral researcher at **Statify**, a joint team of **Inria** and **Laboratoire Jean Kuntzmann** in Grenoble.
##### Education:
* **2019-2023, Avignon Université:** PhD in Computer Science.
* **2018-2020, KTH Royal Institute of Technology, Stockholm:** M.Sc.Eng. in Computer Science and Electrical Engineering.
* **2015-2019, Grenoble Institute of Technology:** M.Sc.Eng. in Signal and Image Processing, Communication Systems, Multimedia (Phelma Sicom).
B.Eng. Phelma.
##### Research visits:
* **October 2023, University of Bristol**, in the team of Prof. Peter Flach,
* **June 2022-September 2022, National Institute of Informatics, Tokyo**, in the team of Prof. Junichi Yamagishi.
##### Teaching Experience:
* **2022-2023:**
* Computer Science Basics: Boolean Algebra, Logic gate, Floating-point arithmetic (Tutorial B.Sc.),
* Computer Science Basics 2: Combinatorial circuits, Sequential circuit, Processor (Tutorial B.Sc.),
* Object-oriented programming C++ (Tutorial B.Sc.),
* **2021-2022:**
* Computer Science Basics: Boolean Algebra, Logic gate, Floating-point arithmetic (Tutorial B.Sc.),
* Data Analysis (Tutorial B.Sc.).
* **2020-2021:**
* Computer Science Basics (Tutorial B.Sc.),
* Data Analysis (Tutorial B.Sc.).
* **2019-2020:**
* Computer Science Basics (Tutorial B.Sc.),
* Data Analysis (Tutorial B.Sc.),
* Web Development (Tutorial B.Sc.).
##### Previous Experiences:
* **2018-2019 Digigram (Grenoble):** I spent 6 months in this company within the scope of my master's thesis ("Emotion Recognition in Football Commentator Speech: Is the action intense or not?", supervisors: Willy Aubry & Bob Sturm, examiner: Sten Ternström),
* **2017 Music Technology Group (Barcelona):** I spent 10 weeks as an intern working on automatic assessment of violin playing.
Publications
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Representing evidence for attribute privacy : bayesian updating, compositional evidence and calibrationOther [cs.OH]. Université d'Avignon, 2023. English. ⟨NNT : 2023AVIG0113⟩
Thèse
tel-04264175v1
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The VoicePrivacy 2020 Challenge: Results and findingsComputer Speech and Language, 2022, 74, pp.101362. ⟨10.1016/j.csl.2022.101362⟩
Article dans une revue
hal-03332224v4
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Towards a unified assessment framework of speech pseudonymisationComputer Speech and Language, 2022, 72, pp.101299. ⟨10.1016/j.csl.2021.101299⟩
Article dans une revue
hal-03555462v1
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Hiding Speaker’s Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis PipelineICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10096749⟩
Communication dans un congrès
hal-04264519v1
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Faire le pont entre l'observation et la preuve : Application au respect de la vie privéeJournées d’Etudes sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France
Communication dans un congrès
hal-03813882v1
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A bridge between features and evidence for binary attribute-driven perfect privacyICASSP 2022, May 2022, Singapore, Singapore
Communication dans un congrès
hal-03375790v2
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Benchmarking and challenges in security and privacy for voice biometricsSPSC 2021, 1st ISCA Symposium on Security and Privacy in Speech Communication, ISCA, Nov 2021, Magdeburg, Germany. ⟨10.21437/SPSC.2021-11⟩
Communication dans un congrès
hal-03346196v1
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Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationInterspeech 2021, Aug 2021, Brno, Czech Republic
Communication dans un congrès
hal-03046920v3
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The Privacy ZEBRA: Zero Evidence Biometric Recognition AssessmentInterspeech 2020, Oct 2021, Shanghai, China. pp.1698-1702, ⟨10.21437/Interspeech.2020-1815⟩
Communication dans un congrès
hal-03555630v1
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Speech Pseudonymisation Assessment Using Voice Similarity MatricesInterspeech 2020, Oct 2020, Shanghai, China
Communication dans un congrès
hal-02925559v1
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Denoising x-vectors for Robust Speaker RecognitionOdyssey 2020 The Speaker and Language Recognition Workshop, Nov 2020, Tokyo, Japan. pp.75-80, ⟨10.21437/Odyssey.2020-11⟩
Communication dans un congrès
hal-02614616v1
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CGCNN: COMPLEX GABOR CONVOLUTIONAL NEURAL NETWORK ON RAW SPEECHICASSP 2020, May 2020, Barcelona, Spain
Communication dans un congrès
hal-02474746v1
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Introducing the VoicePrivacy initiativeINTERSPEECH 2020, Oct 2020, Shanghai, China
Communication dans un congrès
hal-02562199v3
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Supplementary material to the paper The VoicePrivacy 2020 Challenge: Results and findings2022
Pré-publication, Document de travail
hal-03335126v6
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The VoicePrivacy 2020 Challenge Evaluation Plan[0] 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
Rapport
hal-03623450v2
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