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Marie Tahon


LST ( Le Mans )

(+33) 02 43 83 38 44


Research Activities:


Corpus : AlloSat



Marie Tahon is currently Associate Professor at Le Mans University and conducts her research at LIUM. She graduated in engineering from the Ecole Centrale de Lyon in 2007 and received the M.S. degree in acoustics from the Ecole Centrale & INSA Lyon, in 2007. She received the Ph.D. degree in computer science from the University of Paris-Sud (Orsay) in 2012. She has been with the LIMSI-CNRS (Orsay) working on affective computing (post-doctoral position), with the LMSSC, CNAM (Paris) working on acoustics (ATER position) and also the IRISA (Lannion) in the team “Expression’’ (post-doctoral position).

Her research interests concern expressive speech processing, mainly in the fields of speech synthesis, emotion recognition and speaker identification. She has also developed strong skills in musical acoustics for automatic songs analysis and organology.

HAL Publications Hal

LIUM Publications - 25

[1]Martin Lebourdais, Marie Tahon, Antoine Laurent, Sylvain Meignier. Overlapped speech and gender detection with WavLM pre-trained features. Interspeech, Sep 2022, Incheon, South Korea. <hal-03770634>
[2]Rémi Uro, David Doukhan, Albert Rilliard, Laëtitia Larcher, Anissa-Claire Adgharouamane, et al.. A Semi-Automatic Approach to Create Large Gender-and Age-Balanced Speaker Corpora: Usefulness of Speaker Diarization & Identification. 13th Language Resources and Evaluation Conference, Jun 2022, Marseille, France. pp.3271-3280. <hal-03763754>
[3]Martin Lebourdais, Marie Tahon, Antoine Laurent, Sylvain Meignier, Anthony Larcher. Overlaps and Gender Analysis in the Context of Broadcast Media. LREC 2022, Jun 2022, Marseille, France. <hal-03660323>
[4]Martin Lebourdais, Marie Tahon, Antoine Laurent, Anthony Larcher, Sylvain Meignier. Parole superposée et genre, étude des annotations pour les médias audiovisuels. Journées d'Études sur la Parole - JEP2022, Jun 2022, Noirmoutier, France. <hal-03676070>
[5]Hubert Nourtel, Pierre Champion, Denis Jouvet, Anthony Larcher, Marie Tahon. Analyse de l'anonymisation du locuteur sur de la parole émotionnelle. JEP 2022 - Journées d'Études sur la Parole, Jun 2022, Île de Noirmoutier, France. <hal-03636737>
[6]Marie Tahon, Silvio Montrésor, Pascal Picart. Deep Learning Network for Speckle De-Noising in Severe Conditions. Journal of Imaging, MDPI, 2022, 8 (6), pp.165. ⟨10.3390/jimaging8060165⟩. <hal-03696072>
[7]Silvio Montresor, Marie Tahon, Pascal Picart. Deep learning speckle de-noising algorithms for coherent metrology: a review and a phase-shifted iterative scheme [Invited]. Journal of the Optical Society of America. A Optics, Image Science, and Vision, Optical Society of America, 2022, 39 (2), pp.A62. ⟨10.1364/JOSAA.444951⟩. <hal-03819619>
[8]Meysam Shamsi, Anthony Larcher, Loïc Barrault, Sylvain Meignier, Yevhenii Prokopalo, et al.. Towards Lifelong Human Assisted Speaker Diarization. Computer Speech and Language, Elsevier, In press. <hal-03737796>
[9]Hubert Nourtel, Pierre Champion, Denis Jouvet, Anthony Larcher, Marie Tahon. Evaluation of Speaker Anonymization on Emotional Speech. SPSC 2021 - 1st ISCA Symposium on Security and Privacy in Speech Communication, Nov 2021, Virtual, Germany. <hal-03377797>
[10]Alexandre Flucha, Anthony Larcher, Ambuj Mehrish, Sylvain Meignier, Florian Plaut, et al.. The LIUM Human Active Correction Platform for Speaker Diarization. interspeech, Aug 2021, Brno, Czech Republic. <hal-03262976>
[11]Marie Tahon, Pascal Picart, Silvio Montresor. Towards Reduced CNNs for De-Noising Phase Images Corrupted with Speckle Noise. Photonics, MDPI, 2021, 8 (7), ⟨10.3390/photonics8070255⟩. <hal-03277712>
[12]Anthony Larcher, Ambuj Mehrish, Marie Tahon, Sylvain Meignier, Jean Carrive, et al.. SPEAKER EMBEDDINGS FOR DIARIZATION OF BROADCAST DATA IN THE ALLIES CHALLENGE. ICASSP, Jun 2021, Toronto, Canada. <hal-03262914>
[13]Manon Macary, Marie Tahon, Yannick Estève, Anthony Rousseau. On the use of Self-supervised Pre-trained Acoustic and Linguistic Features for Continuous Speech Emotion Recognition. IEEE Spoken Language Technology Workshop, Jan 2021, Virtual, China. <hal-03003469>
[14]Marie Tahon, Gwénolé Lecorvé, Damien Lolive. Can we Generate Emotional Pronunciations for Expressive Speech Synthesis?. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2020, 11 (4), pp.684-695. ⟨10.1109/TAFFC.2018.2828429⟩. <hal-01802463>
[15]Manon Macary, Martin Lebourdais, Marie Tahon, Yannick Estève, Anthony Rousseau. Multi-corpus Experiment on Continuous Speech Emotion Recognition: Convolution or Recurrence?. 22ND INTERNATIONAL CONFERENCE ON SPEECH AND COMPUTER SPECOM 2020, Oct 2020, St Petersburg, Russia. <hal-02945644>
[16]Manon Macary, Marie Tahon, Yannick Estève, Anthony Rousseau. Prédiction continue de la satisfaction et de la frustration dans des conversations de centre d’appels. 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, Jun 2020, Nancy, France. pp.379-387. & <hal-02798561>
[17]Jane Wottawa, Marie Tahon, Apolline Marin, Nicolas Audibert. Towards Interactive Annotation for Hesitation in Conversational Speech. LREC 2020, May 2020, Marseille, France. <hal-02505333>
[18]Manon Macary, Marie Tahon, Yannick Estève, Anthony Rousseau. AlloSat: A New Call Center French Corpus for Satisfaction and Frustration Analysis. Language Resources and Evaluation Conference, LREC 2020, May 2020, Marseille, France. <hal-02506086>
[19]Silvio Montrésor, Marie Tahon, Antoine Laurent, Pascal Picart. Deep learning-based speckle decorrelation denoising for wide-field optical metrology. Optics and Photonics for Advanced Dimensional Metrology, International Society for Optics and Photonics (SPIE), Apr 2020, Strasbourg, France. <hal-02434956>
[20]Silvio Montrésor, Marie Tahon, Antoine Laurent, Pascal Picart. Computational de-noising based on deep learning for phase data in digital holographic interferometry. APL Photonics, AIP Publishing LLC, 2020, 5 (3), ⟨10.1063/1.5140645⟩. <hal-02499209>
[21]Thomas Granjon, Marie Tahon. Comparaison et évaluation de vocodeurs pour la synthèse neuronale en Français. Journées Jeunes Chercheurs en Audition, Acoustique musicale et Signal audio, Jun 2019, Le Mans, France. <hal-02173829>
[22]Marie Tahon, Zaher Belghith, Jean-Marc Chouvel, Pierre Michel. SEGMENTATION AUTOMATIQUE DE CATÉGORIES MUSICALES: ÉTUDE EXPLORATOIRE SUR LE FREE JAZZ. Journées d'Informatique Musicale, May 2019, Bayonne, France. <hal-02138608>
[23]Marie Tahon, Damien Lolive. Discourse phrases classification: direct vs. narrative audio speech. Speech Prosody, Jun 2018, Poznan, Poland. <hal-01790910>
[24]Aghilas Sini, Damien Lolive, Gaëlle Vidal, Marie Tahon, Elisabeth Delais-Roussarie. SynPaFlex-Corpus: An Expressive French Audiobooks Corpus Dedicated to Expressive Speech Synthesis. Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), May 2018, Miyazaki, Japan. <hal-01826690>
[25]Marie Tahon, Pierre-Eugène Sitchet. From Transcription to Signal representation : Pitch, Rhythm and Performance. International Conference on Technologies for Music Notation and Representation (TENOR), May 2016, Cambridge, United Kingdom. <hal-02434847>