1 citations · 1 across the 3 of their papers we have counts for
9 papers
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems
Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone +2
Scarcity of training data for task-oriented dialogue systems is a well known problem that is usually tackled with costly and time-consuming manual data annotation. An alternative s…
Small footprint Text-Independent Speaker Verification for Embedded Systems
Julien Balian, Raffaele Tavarone, Mathieu Poumeyrol +1
Deep neural network approaches to speaker verification have proven successful, but typical computational requirements of State-Of-The-Art (SOTA) systems make them unsuited for embe…
Conditioned Query Generation for Task-Oriented Dialogue Systems
Stéphane d'Ascoli, Alice Coucke, Francesco Caltagirone +2
Scarcity of training data for task-oriented dialogue systems is a well known problem that is usually tackled with costly and time-consuming manual data annotation. An alternative s…
Inference of compressed Potts graphical models
Francesca Rizzato, Alice Coucke, Eleonora de Leonardis +4
We consider the problem of inferring a graphical Potts model on a population of variables, with a non-uniform number of Potts colors (symbols) across variables. This inverse Potts…
Efficient keyword spotting using dilated convolutions and gating
Alice Coucke, Mohammed Chlieh, Thibault Gisselbrecht +3
We explore the application of end-to-end stateless temporal modeling to small-footprint keyword spotting as opposed to recurrent networks that model long-term temporal dependencies…
Spoken Language Understanding on the Edge
Alaa Saade, Alice Coucke, Alexandre Caulier +9
We consider the problem of performing Spoken Language Understanding (SLU) on small devices typical of IoT applications. Our contributions are twofold. First, we outline the design…