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Thibault Gisselbrecht

2 accepted papers

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
2019

Federated Learning for Keyword Spotting

ICASSP 2019accepted

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. We conduct an extensive empirical study of the federated averaging algorithm for the "Hey Snips" wake word based on a crowdsou…

Cited by 0SourceScholar