Search Results for author: Joseph Dureau

Found 6 papers, 4 papers with code

Federated Learning for Keyword Spotting

1 code implementation9 Oct 2018 David Leroy, Alice Coucke, Thibaut Lavril, Thibault Gisselbrecht, Joseph Dureau

We propose a practical approach based on federated learning to solve out-of-domain issues with continuously running embedded speech-based models such as wake word detectors.

Federated Learning Keyword Spotting

Learning Operations on a Stack with Neural Turing Machines

no code implementations2 Dec 2016 Tristan Deleu, Joseph Dureau

Multiple extensions of Recurrent Neural Networks (RNNs) have been proposed recently to address the difficulty of storing information over long time periods.

Capturing the time-varying drivers of an epidemic using stochastic dynamical systems

1 code implementation27 Mar 2012 Joseph Dureau, Konstantinos Kalogeropoulos, Marc Baguelin

Epidemics are often modelled using non-linear dynamical systems observed through partial and noisy data.

Applications Computation Methodology

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