Tuan Nguyen

Federated Learning for ASR based on Wav2vec 2.0

2023 · arXiv (Cornell University)

This paper presents a study on the use of federated learning to train an ASR model based on a wav2vec 2.0 model pre-trained by self supervision. Carried out on the well-known TED-LIUM 3 dataset, our …

Counterfactual Explanations for Learning From Interpretation Transitions

2025 · HAL (Le Centre pour la Communication Scientifique Directe)

<div> Counterfactual explanations are instrumental in helping humans gain insight into the decision-making processes of artificial intelligence systems by illustrating the effects of altering specific input variables. By presenting hypothetical scenarios, they foster transparency in …