User Pic

Théo Mariotte

Junior lecturer


LST ( Le Mans )

(+33) 02 43 83 38 58

Theo.Mariotte[at]univ-lemans.fr

https://lium.univ-lemans.fr/en/team/theo-mariotte-2/


Research Activities:

Project(s): ESPERANTO

 

Biography

After graduating from the ENSIM engineering school, I was attracted by research, mostly in the field of acoustics and digital signal processing. My phD thesis was a collaboration between two labs in Le Mans : LAUM & LIUM. During previous years, I have worked on different projects, dealing with thermal engine noise audio synthesis and microphone array processing.

Publications

HAL Publications  Hal https://hal.archives-ouvertes.fr/search/index/?qa[authIdHal_s][]=theo-mariotte

LIUM Publications - 11

[1]Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas. ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings. Interspeech, International Speech Communication Association (ISCA), Sep 2024, Kos / Greece, Greece. <hal-04602289>
[2]Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega. Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing. Interspeech 2024, International Speech Communication Association (ISCA), Sep 2024, Kos / Greece, France. <hal-04617131>
[3]Martin Lebourdais, Pablo Gimeno, Théo Mariotte, Marie Tahon, Alfonso Ortega, et al.. 3MAS: a multitask, multilabel, multidataset semi-supervised audio segmentation model. Speaker and Language Recognition Workshop - Odyssey, Jun 2024, Québec (CA), Canada. <hal-04591532>
[4]Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon. Unsupervised multiple domain translation through controlled Disentanglement in variational autoencoder. ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, France. pp.7010-7014, ⟨10.1109/ICASSP48485.2024.10446649⟩. <hal-04638710>
[5]Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega. AN EXPLAINABLE PROXY MODEL FOR MULTILABEL AUDIO SEGMENTATION. International Conference on Acoustics Speech and Signal Processing, IEEE, Apr 2024, Seoul (Korea), France. <hal-04393946>
[6]Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas. Channel-Combination Algorithms for Robust Distant Voice Activity and Overlapped Speech Detection. IEEE/ACM Transactions on Audio, Speech and Language Processing, In press. <hal-04454362>
[7]Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas. Multi-microphone Automatic Speech Segmentation in Meetings Based on Circular Harmonics Features. Interspeech 2023, international Speech Communication Association (ISCA), Aug 2023, Dublin, Ireland. <hal-04117442>
[8]Martin Lebourdais, Théo Mariotte, Marie Tahon, Anthony Larcher, Antoine Laurent, et al.. Joint speech and overlap detection: a benchmark over multiple audio setup and speech domains. Le Mans Université. 2023. <hal-04133268>
[9]Théo Mariotte, Anthony Larcher, Silvio Montrésor, Jean-Hugh Thomas. Microphone Array Channel Combination Algorithms for Overlapped Speech Detection. Interspeech 2022 Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea. <hal-03713385>
[10]Théo Mariotte, Anthony Larcher, Jean-Hugh Thomas, Silvio Montrésor. Détection de parole superposée distante à l’aide d’une antenne de microphones. 34e Journées d'Étude sur la Parole, Jun 2022, Île de Noirmoutier, France. <hal-03700008>
[11]Théo Mariotte, Anthony Larcher, Jean-Hugh Thomas, Silvio Montrésor. Traitement multi-microphone pour la segmentation automatique de la parole en réunion. 16ème Congrès Français d'Acoustique, Apr 2022, Marseille, France. <hal-03700014>