Interpretability of pre-trained models for automatic speech processing Starting: 04/12/2023PhD Student: Félix SagetAdvisor(s): Marie TahonCo-advisor(s): Anthony Larcher & Nicolas DuguéFunding: Allocation de recherche du ministère de l’enseignement supérieur Descritpion Avec l’avènement des réseaux de neurones, les travaux en apprentissage automatique se sont éloignés des méthodes traditionnelles qui nécessitaient une grande expertise des données, couramment appelées […]
Enriched end-to-end approach with variable complexity for speech-to-textStarting: 01/10/2023PhD Student: Youness DkhissiAdvisor(s): Anthony LarcherCo-advisor(s): Stéphane Pateux, Valentin Vielzeuf, Elys Allesiardo (Orange)Funding: CIFREGlobal context and problematics of the subject Speech transcription is an essential tool in many services; it enables a user’s request formulated in natural language to be transcribed into a dialogue system, but can […]
Modèles, méthodes et outils afin de produire des Ressources Pédagogiques Virtuelles (RPV) pour l’apprentissage de gestes techniques et professionnelsStarting: 01/10/2023PhD Student: Vincent AguedaAdvisor(s): Sebastien GEORGECo-advisor(s): Ludovic HAMONFunding: CIFRELa thèse CIFRE porte sur des modèles, méthodes et outils afin de produire des Ressources Pédagogiques Virtuelles (RPV) pour l’apprentissage de gestes techniques et professionnels. La plupart des […]
Analysis and automatic evaluation of the dental surgery gesture in a virtual training environmentStarting: 01/10/2022PhD Student: Mohamed Nail HefiedAdvisor(s): Sebastien GEORGECo-advisor(s): Ludovic HAMONFunding: ANR The subject of this thesis is the design and implementation of models and tools for the automatic evaluation of dental surgery gestures according to the observation and analysis needs of practitioners. […]
Khmer Misspelling Correction Model with Deep Learning Approach to Improve Khmer Typing Accuracy in Educational ContextStarting: 01/11/2022PhD Student: Seanghort BornAdvisor(s): Madeth MayCo-advisor(s): Funding: We are moving toward digital usage in industrial 4.0, and it has become ingrained in our lives. Prior to the invention of digital devices, we kept track of information via handwriting, but […]
Resource-constrained multilingual speech translationStarting: 01/11/2022PhD Student: Hugo RiguidelAdvisor(s): Antoine Laurent (LIUM)Co-advisor(s): Anthony Larcher (LIUM), Josep Crego (Systran)Funding: CIFRE – ministère de l’Enseignement supérieur, de la Recherche et de l’InnovationContext This thesis work is in the field of automatic language processing and more specifically in automatic speech translation. The usefulness of machine translation for the community […]
Interpretability of embeddingsStarting: 01/10/2022PhD Student: Simon GuillotAdvisor(s): Antoin Laurent (LIUM) Co-advisor(s): Nicolas Dugué (LIUM), Mathieu Valette (INALCO)Funding: ANR DIGINGDescritpion Les approches de plongements lexicaux (word embedding en anglais) ont pour objectif de représenter le vocabulaire de la langue sous forme de vecteurs intelligibles par la machine. En particulier, l’une des hypothèses derrière le succès de […]
Model and tool to assist the scenarisation of VR-oriented pedagogical activitiesStarting: 01/10/2018PhD Student: Oussema MahdiAdvisor(s): Sebastien IksalCo-advisor(s): Lahcen OubahssiFunding: RégionThe work presented in this thesis is integrated in the field of Virtual Environments for Human Learning (VRLE) which main objective is to stimulate, accompany and personalize learning in virtual reality environments. Our mission thus established […]
Conception d’environnements éducatifs en Réalité Mixte pour aider à surmonter des obstacles didactiques : application à l’enseignement des fractionsStarting: 01/03/2022PhD Student: Sofiane TouelAdvisor(s): Sébastien GEORGECo-advisor(s): Iza MARFISIFunding: auto-financéLe projet de thèse vise à explorer les moyens d’utiliser la Réalité Mixte (RM) pour améliorer l’apprentissage. Nous exploitons notamment le fait que la RM permet de manipuler […]
Innovative Interactions for collaboratif situated learning Starting: 01/10/2021PhD Student: Sebastian SIMONAdvisor(s): Sébastien GEORGECo-advisor(s): Iza MARFISIFunding: ANR This project is at the intersection of situated learning and computer supported collaborative mobile learning. Its context are school trips supported by geographic maps. We conceive a novel solution of shared spaces with smartphones, thus broadening economical availability. Our […]
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