no code implementations • 31 Jul 2023 • Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Speech enhancement in ad-hoc microphone arrays is often hindered by the asynchronization of the devices composing the microphone array.
1 code implementation • 15 Jun 2021 • Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
Speech enhancement promises higher efficiency in ad-hoc microphone arrays than in constrained microphone arrays thanks to the wide spatial coverage of the devices in the acoustic scene.
1 code implementation • 3 Nov 2020 • Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
Deep neural network (DNN)-based speech enhancement algorithms in microphone arrays have now proven to be efficient solutions to speech understanding and speech recognition in noisy environments.
1 code implementation • 2 Nov 2020 • Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
We propose a distributed algorithm that can process spatial information in a spatially unconstrained microphone array.
no code implementations • 13 Feb 2020 • Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
Multichannel processing is widely used for speech enhancement but several limitations appear when trying to deploy these solutions to the real-world.