activity
20152026
most citedSnips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

297 citations · 357 across the 10 of their papers we have counts for

collaborators

12 papers

cs.CL2026★ 3 cited

Gemma 4 Technical Report

Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320

We introduce Gemma 4, a new generation of open-weight, natively multimodal language models in the Gemma model family. Designed to advance compute efficiency and reasoning, the Gemm…

cs.SD2024

Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants

Chloé Sekkat, Fanny Leroy, Salima Mdhaffar +4

Recent works demonstrate that voice assistants do not perform equally well for everyone, but research on demographic robustness of speech technologies is still scarce. This is main…

cs.CL2020

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…

cs.SD2020

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…

cs.CL2019★ 1 cited

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…

cond-mat.stat-mech2019★ 28 cited

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…