A
Alexandre Guérin
Researcher at Grenoble Institute of Technology
Publications - 3
Citations - 54
Alexandre Guérin is an academic researcher from Grenoble Institute of Technology. The author has contributed to research in topics: Artificial neural network & Reverberation. The author has an hindex of 1, co-authored 3 publications receiving 6 citations.
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A Survey of Sound Source Localization with Deep Learning Methods.
TL;DR: In this article, a survey on deep learning methods for single and multiple sound source localization is presented, where the authors provide an exhaustive topography of the neural-based localization literature in this context, organized according to several aspects.
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Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings
TL;DR: In this article, a CNN architecture for speech enhancement from multichannel first-order Ambisonics mixtures is presented, where mask predictions are provided by a neural network, fed with rough estimations of speech and noise amplitude spectra, under the assumption of known directions of arrival.
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Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings
TL;DR: This study evaluates the replacing of the recurrent LSTM network previously investigated by a convolutive U-net under more stressing conditions with an additional second competitive speaker, and results indicate that the use of dilated convolutive layers is beneficial in difficult situations with two interfering speakers.