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Emmanuel Dupoux

LSCP, CoML

Generative Spoken Language Modeling from Raw Audio

Feb 01, 2021
Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu-Anh Nguyen, Jade Copet, Alexei Baevski, Adelrahman Mohamed, Emmanuel Dupoux


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VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation

Jan 02, 2021
Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux


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The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling

Dec 01, 2020
Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Evgeny Kharitonov, Alexei Baevski, Ewan Dunbar, Emmanuel Dupoux

* 14 pages, including references and supplementary material 
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Comparison of Speaker Role Recognition and Speaker Enrollment Protocol for conversational Clinical Interviews

Nov 05, 2020
Rachid Riad, Hadrien Titeux, Laurie Lemoine, Justine Montillot, Agnes Sliwinski, Jennifer Hamet Bagnou, Xuan Nga Cao, Anne-Catherine Bachoud-Lévi, Emmanuel Dupoux

* Submitted to ICASSP 2021,1 pages of supplementary material appear only in the arxiv version 
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The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units

Oct 12, 2020
Ewan Dunbar, Julien Karadayi, Mathieu Bernard, Xuan-Nga Cao, Robin Algayres, Lucas Ondel, Laurent Besacier, Sakriani Sakti, Emmanuel Dupoux

* Proceedings of Interspeech 2020 
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Analogies minus analogy test: measuring regularities in word embeddings

Oct 07, 2020
Louis Fournier, Emmanuel Dupoux, Ewan Dunbar

* Proceedings of CoNLL 2020 
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"LazImpa": Lazy and Impatient neural agents learn to communicate efficiently

Oct 05, 2020
Mathieu Rita, Rahma Chaabouni, Emmanuel Dupoux

* Accepted to CoNLL 2020 
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Evaluating the reliability of acoustic speech embeddings

Jul 27, 2020
Robin Algayres, Mohamed Salah Zaiem, Benoit Sagot, Emmanuel Dupoux

* Conference paper at Interspeech 2020 
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Data Augmenting Contrastive Learning of Speech Representations in the Time Domain

Jul 02, 2020
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux


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Vocal markers from sustained phonation in Huntington's Disease

Jun 09, 2020
Rachid Riad, Hadrien Titeux, Laurie Lemoine, Justine Montillot, Jennifer Hamet Bagnou, Xuan Nga Cao, Emmanuel Dupoux, Anne-Catherine Bachoud-Lévi

* submitted to INTERSPEECH 2020. 1 pages of supplementary material appear only in the arxiv version 
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Occlusion resistant learning of intuitive physics from videos

Apr 30, 2020
Ronan Riochet, Josef Sivic, Ivan Laptev, Emmanuel Dupoux


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Compositionality and Generalization in Emergent Languages

Apr 20, 2020
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni


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Seshat: A tool for managing and verifying annotation campaigns of audio data

Mar 03, 2020
Hadrien Titeux, Rachid Riad, Xuan-Nga Cao, Nicolas Hamilakis, Kris Madden, Alejandrina Cristia, Anne-Catherine Bachoud-Lévi, Emmanuel Dupoux

* LREC, May 2020, Marseilles, France 
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Identification of primary and collateral tracks in stuttered speech

Mar 02, 2020
Rachid Riad, Anne-Catherine Bachoud-Lévi, Frank Rudzicz, Emmanuel Dupoux

* To be published in LREC 2020 
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Unsupervised pretraining transfers well across languages

Feb 07, 2020
Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux

* ICASSP 2020 
 * 6 pages. Accepted at ICASSP 2020. However the 2 pages of supplementary materials will appear only in the arxiv version 
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Libri-Light: A Benchmark for ASR with Limited or No Supervision

Dec 17, 2019
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux


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Modeling German Verb Argument Structures: LSTMs vs. Humans

Nov 30, 2019
Charlotte Rochereau, Benoît Sagot, Emmanuel Dupoux


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Word-order biases in deep-agent emergent communication

Jun 14, 2019
Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni

* Conference: Association for Computational Linguistics (ACL) 
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Anti-efficient encoding in emergent communication

Jun 13, 2019
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni


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The Zero Resource Speech Challenge 2019: TTS without T

Apr 25, 2019
Ewan Dunbar, Robin Algayres, Julien Karadayi, Mathieu Bernard, Juan Benjumea, Xuan-Nga Cao, Lucie Miskic, Charlotte Dugrain, Lucas Ondel, Alan W. Black, Laurent Besacier, Sakriani Sakti, Emmanuel Dupoux

* Interspeech 2019 
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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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IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning

Jun 26, 2018
Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard, Adam Lerer, Rob Fergus, Véronique Izard, Emmanuel Dupoux


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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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