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Emmanuel Dupoux

LSCP, CoML

The Interspeech Zero Resource Speech Challenge 2021: Spoken language modelling


Apr 29, 2021
Ewan Dunbar, Mathieu Bernard, Nicolas Hamilakis, Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Eugene Kharitonov, Emmanuel Dupoux

* Submitted to Interspeech 2021. arXiv admin note: text overlap with arXiv:2011.11588 

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Speech Resynthesis from Discrete Disentangled Self-Supervised Representations


Apr 02, 2021
Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux


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Learning spectro-temporal representations of complex sounds with parameterized neural networks


Mar 12, 2021
Rachid Riad, Julien Karadayi, Anne-Catherine Bachoud-Lévi, Emmanuel Dupoux


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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, Beno√ģt 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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