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Paul-Gauthier Noé

15
Documents

Presentation

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/). ##### 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. ##### 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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Hiding Speaker’s Sex in Speech Using Zero-Evidence Speaker Representation in an Analysis/Synthesis Pipeline

Paul-Gauthier Noé , Xiaoxiao Miao , Xin Wang , Junichi Yamagishi , Jean-François Bonastre
ICASSP 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⟩
Conference papers hal-04264519v1
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Faire le pont entre l'observation et la preuve : Application au respect de la vie privée

Paul-Gauthier Noé , Andreas Nautsch , Driss Matrouf , Pierre-Michel Bousquet , Jean-François Bonastre
Journées d’Etudes sur la Parole - JEP2022, Jun 2022, Île de Noirmoutier, France
Conference papers hal-03813882v1
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A bridge between features and evidence for binary attribute-driven perfect privacy

Paul-Gauthier Noé , Andreas Nautsch , Driss Matrouf , Pierre-Michel Bousquet , Jean-François Bonastre
ICASSP 2022, May 2022, Singapore, Singapore
Conference papers hal-03375790v2
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The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment

Andreas Nautsch , Jose Patino , Natalia Tomashenko , Junichi Yamagishi , Paul-Gauthier Noé
Interspeech 2020, Oct 2021, Shanghai, China. pp.1698-1702, ⟨10.21437/Interspeech.2020-1815⟩
Conference papers hal-03555630v1

Benchmarking and challenges in security and privacy for voice biometrics

Jean-Francois Bonastre , Hector Delgado , Nicholas Evans , Tomi Kinnunen , Kong Aik Lee
SPSC 2021 - 1st ISCA Symposium on Security and Privacy in Speech Communication, ISCA, Nov 2021, Magdeburg, Germany. ⟨10.21437/SPSC.2021-11⟩
Conference papers hal-03346196v1
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Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation

Paul-Gauthier Noé , Mohammad Mohammadamini , Driss Matrouf , Titouan Parcollet , Andreas Nautsch
Interspeech 2021, Aug 2021, Brno, Czech Republic
Conference papers hal-03046920v3
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Speech Pseudonymisation Assessment Using Voice Similarity Matrices

Paul-Gauthier Noé , Jean-François Bonastre , Driss Matrouf , Natalia Tomashenko , Andreas Nautsch
Interspeech 2020, Oct 2020, Shanghai, China
Conference papers hal-02925559v1
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Introducing the VoicePrivacy initiative

Natalia Tomashenko , Brij Mohan Lal Srivastava , Xin Wang , Emmanuel Vincent , Andreas Nautsch
INTERSPEECH 2020, Oct 2020, Shanghai, China
Conference papers hal-02562199v3
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Denoising x-vectors for Robust Speaker Recognition

Mohammad Mohammadamini , Driss Matrouf , Paul-Gauthier Noé
Odyssey 2020 The Speaker and Language Recognition Workshop, Nov 2020, Tokyo, Japan. pp.75-80, ⟨10.21437/Odyssey.2020-11⟩
Conference papers hal-02614616v1
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CGCNN: COMPLEX GABOR CONVOLUTIONAL NEURAL NETWORK ON RAW SPEECH

Paul-Gauthier Noé , Titouan Parcollet , Mohamed Morchid
ICASSP 2020, May 2020, Barcelona, Spain
Conference papers hal-02474746v1
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The VoicePrivacy 2020 Challenge Evaluation Plan

Natalia Tomashenko , Brij Mohan Lal Srivastava , Xin Wang , Emmanuel Vincent , Andreas Nautsch
[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
Reports hal-03623450v2