16 citations · 26 across the 4 of their papers we have counts for
5 papers
From Spectrograms to Shallow Speech SSL: Audio-Frontend Design for Generator-Disjoint and Low-Latency Audio--Visual Deepfake Detection
Qiwu Wen, Jahangir Alam, Eric Charton
Video-mediated conversational systems rely on synchronized speech and facial video, making audio--visual input integrity important for reliable perception. We study audio-frontend…
Quick Starting Dialog Systems with Paraphrase Generation
Louis Marceau, Raouf Belbahar, Marc Queudot +3
Acquiring training data to improve the robustness of dialog systems can be a painstakingly long process. In this work, we propose a method to reduce the cost and effort of creating…
Multi-stage Clarification in Conversational AI: The case of Question-Answering Dialogue Systems
Hadrien Lautraite, Nada Naji, Louis Marceau +2
Clarification resolution plays an important role in various information retrieval tasks such as interactive question answering and conversational search. In such context, the user…
A comparison of Deep Learning performances with other machine learning algorithms on credit scoring unbalanced data
Louis Marceau, Lingling Qiu, Nick Vandewiele +1
Training models on highly unbalanced data is admitted to be a challenging task for machine learning algorithms. Current studies on deep learning mainly focus on data sets with bala…
Annotation of Scientific Summaries for Information Retrieval
Fidelia Ibekwe-Sanjuan, Fernandez Silvia, Sanjuan Eric +1
We present a methodology combining surface NLP and Machine Learning techniques for ranking asbtracts and generating summaries based on annotated corpora. The corpora were annotated…