Sparse Autoencoders Make Audio Foundation Models more Explainable

Seminar from Théo Mariotte, researcher at LIUM   Date : 03/11/2025 Time : 10h30 Place : IC2, Boardroom Speaker : Théo Mariotte     Sparse Autoencoders Make Audio Foundation Models more Explainable   Abstract : Audio pretrained models are widely employed to solve various tasks in speech processing, sound event detection, or music information retrieval. […]

Double séminaire Deepfake Detection

Seminars from Hoan My Tran, PhD Candidate at IRISA, and Heydi Mendez, researcher at CENATAV, Cuba   Date : 29/09/2025 Time : 10h00 Place : IC2, Boardroom Speakers : Hoan My Tran and Heydi Mendez   Summary : The rapid advances in speech synthesis and voice conversion technologies have fueled the rise of audio deepfakes, […]

Abdelkader Ouared : XAI-Profile: Vers un profilage transparent et exploitable des apprenants sur la plateforme écri+

Séminaire de Abdelkader Ouared, postdoctoral researcher at LIUM   Date : 22/09/2025 Time : 10h30 Place : IC2, Boardroom Speaker : Abdelkader Ouared     XAI-Profile: Vers un profilage transparent et exploitable des apprenants sur la plateforme écri+   Résumé : In the context of digital learning environments, understanding learner behaviour and the explainability of […]

Machine learning for bioacoustics: Challenges and opportunities

Seminar from Vincent Lostanlen, researcher at LS2N   Date : 05/09/2025 Time : 10h00 Place : IC2, Boardroom Speaker : Vincent Lostanlen     Machine learning for bioacoustics: Challenges and opportunities   Abstract The recent development of inexpensive digital audio sensors, wireless communications, and high-performance computing have opened new horizons in ecology, conservation, and animal […]

Journée IA au LIUM

AI-Day   Members of the two LIUM teams (IEIAH & LST), some 40 people in all, came together for a day dedicated to artificial intelligence. This highly rewarding day was divided into two parts. After a morning dedicated to presenting the AI work of each team, highlighting innovative projects and advances made, the members of […]

LST-day

LST day   The LST team’s summer day is being held on 16 June. On this occasion, the researchers – both young and more experienced – present their research themes. It is also the occasion for our guest, Edwin Simonet, to present the Apside company. After a general presentation and a reminder of the year’s […]

Données pseudo-étiquetées de kurde central vers l’anglais pour la traduction de la parole

Corpus: Central Kurdish to English Pseudo-Labeled Data for Speech Translation (Données pseudo-étiquetées de kurde central vers l’anglais pour la traduction de la parole)Licence: CC BY 4.0 licenseAuthor(s): Mohammad MohammadaminiDescription In this repository, you will find large-scale pseudo-labeled data, including Central Kurdish audio translated into English. This dataset contains 1.7 million samples, equivalent to 3,000 hours […]

Machine Learning models explainability for text and audio classification

Seminar from Norbert Tsopze, Professor at Université Yaounde 1   Date: 13/05/2025 Time: 11h00 Place: IC2, Boardroom Speaker: Norbert Tsopze     Machine Learning models explainability for text and audio classification   Abstract : The interpretability of the Machine Learning models outcomes to the end user is one of the most important properties which favors […]

Towards a Smarter Homophone Correction Tool: A Case Study in Khmer Writing

Seminar from Seanghort BORN, PhD student at LIUM-TEL   Date: 7/04/2025 Time: 11h00 Place: IC2, Boardroom Speaker: Seanghort BORN     Towards a Smarter Homophone Correction Tool: A Case Study in Khmer Writing   Homophone errors are a common challenge in written communication, affecting both high-resource languages like English and low-resourced languages such as Khmer. […]