A
Adrien Ball
Publications - 3
Citations - 624
Adrien Ball is an academic researcher. The author has contributed to research in topics: Spoken language & Privacy by Design. The author has an hindex of 3, co-authored 3 publications receiving 395 citations.
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Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces
Alice Coucke,Alaa Saade,Adrien Ball,Theodore Bluche,Alexandre Caulier,David Leroy,Clément Doumouro,Thibault Gisselbrecht,Francesco Caltagirone,Thibaut Lavril,Maël Primet,Joseph Dureau +11 more
TL;DR: The machine learning architecture of the Snips Voice Platform is presented, a software solution to perform Spoken Language Understanding on microprocessors typical of IoT devices that is fast and accurate while enforcing privacy by design, as no personal user data is ever collected.
Posted Content
Spoken Language Understanding on the Edge
Alaa Saade,Alice Coucke,Alexandre Caulier,Joseph Dureau,Adrien Ball,Theodore Bluche,David Leroy,Clément Doumouro,Thibault Gisselbrecht,Francesco Caltagirone,Thibaut Lavril,Maël Primet +11 more
TL;DR: The design of an embedded, private-by-design SLU system is outlined and it is shown that it has performance on-par with cloud-based commercial solutions.
Proceedings ArticleDOI
Spoken Language Understanding on the Edge
Alaa Saade,Joseph Dureau,David Leroy,Francesco Caltagirone,Alice Coucke,Adrien Ball,Clément Doumouro,Thibaut Lavril,Alexandre Caulier,Theodore Bluche,Thibault Gisselbrecht,Maël Primet +11 more
TL;DR: In this article, the authors consider the problem of performing Spoken Language Understanding (SLU) on small devices typical of IoT applications and design an embedded, private-by-design SLU system.