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Mathieu Poumeyrol

2 accepted papers

2021

Small Footprint Text-Independent Speaker Verification For Embedded Systems

ICASSP 2021accepted

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 embedded applications. In this work, we present a two-stage model architecture orders of magnitude smaller than common solut…

Cited by 0SourceScholar
2019

Efficient Keyword Spotting Using Dilated Convolutions and Gating

ICASSP 2019accepted

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 using internal states. We propose a model inspired by the recent success of dilated convolutions in sequence modeling a…

Cited by 0SourceScholar