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Neil Zeghidour

PSL, FAIR, LSCP

Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking


Mar 17, 2021
Andrew N Carr, Quentin Berthet, Mathieu Blondel, Olivier Teboul, Neil Zeghidour


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LEAF: A Learnable Frontend for Audio Classification


Jan 21, 2021
Neil Zeghidour, Olivier Teboul, Félix de Chaumont Quitry, Marco Tagliasacchi

* Accepted at ICLR 2021 

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Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering


Oct 21, 2020
Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour


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Contrastive Learning of General-Purpose Audio Representations


Oct 21, 2020
Aaqib Saeed, David Grangier, Neil Zeghidour


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Wavesplit: End-to-End Speech Separation by Speaker Clustering


Feb 20, 2020
Neil Zeghidour, David Grangier


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Deep multi-class learning from label proportions


May 30, 2019
Gabriel Dulac-Arnold, Neil Zeghidour, Marco Cuturi, Lucas Beyer, Jean-Philippe Vert


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Fully Convolutional Speech Recognition


Dec 17, 2018
Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert


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To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition


Dec 13, 2018
Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve


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Learning to detect dysarthria from raw speech


Nov 27, 2018
Juliette Millet, Neil Zeghidour

* 5 pages, 3 figures, submitted to ICASSP 

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SING: Symbol-to-Instrument Neural Generator


Oct 23, 2018
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis Bach

* Conference on Neural Information Processing Systems (NIPS), Dec 2018, Montr{\'e}al, Canada 

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Sampling strategies in Siamese Networks for unsupervised speech representation learning


Aug 23, 2018
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux

* Conference paper at Interspeech 2018 

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End-to-End Speech Recognition From the Raw Waveform


Jun 21, 2018
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux

* Accepted for presentation at Interspeech 2018 

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Learning Filterbanks from Raw Speech for Phone Recognition


Apr 04, 2018
Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux

* Accepted at ICASSP 2018 

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Fader Networks: Manipulating Images by Sliding Attributes


Jan 28, 2018
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

* NIPS 2017 

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Learning weakly supervised multimodal phoneme embeddings


Oct 18, 2017
Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, Emmanuel Dupoux


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