Emmanuel Dupoux

Most-cited papers

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
Tal Linzen, Emmanuel Dupoux, Yoav Goldberg
2016Transactions of the Association for Computational Linguistics1,043 citations Open access
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Libri-Light: A Benchmark for ASR with Limited or No Supervision
Jacob Kahn, Morgane Rivière, Wei-Yi Zheng, Evgeny Kharitonov +11 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing848 citations Open access
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VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation
Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu +5 more
2021Annual Meeting of the Association for Computational Linguistics815 citations Open access
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On Generative Spoken Language Modeling from Raw Audio
Kushal Lakhotia, E. Kharitonov, Wei-Ning Hsu, Yossi Adi +7 more
2021Transactions of the Association for Computational Linguistics504 citations Open access
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Speech Resynthesis from Discrete Disentangled Self-Supervised Representations
Adam Polyak, Yossi Adi, Jade Copet, E. Kharitonov +4 more
2021Interspeech404 citations Open access
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Unsupervised Pretraining Transfers Well Across Languages
Morgane Rivière, A. Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux
2020IEEE International Conference on Acoustics, Speech, and Signal Processing233 citations Open access
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The zero resource speech challenge 2017
Ewan Dunbar, Xuan-Nga Cao, Juan Benjumea, Julien Karadayi +4 more
2017Automatic Speech Recognition & Understanding211 citations Open access
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Child-Directed Speech Is Infrequent in a Forager-Farmer Population: A Time Allocation Study
Alejandrina Cristia, Emmanuel Dupoux, M. Gurven, J. Stieglitz
2017Child Development197 citations Open access
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Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner
Emmanuel Dupoux
2016Cognition192 citations Open access
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Compositionality and Generalization In Emergent Languages
R. Chaabouni, E. Kharitonov, D. Bouchacourt, Emmanuel Dupoux +1 more
2020Annual Meeting of the Association for Computational Linguistics187 citations Open access
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The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling
T. Nguyen, Maureen de Seyssel, Patricia Roz'e, Morgane Rivière +4 more
2020arXiv.org138 citations
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Learning Filterbanks from Raw Speech for Phone Recognition
Neil Zeghidour, Nicolas Usunier, I. Kokkinos, Thomas Schaiz +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing133 citations Open access
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Data Augmenting Contrastive Learning of Speech Representations in the Time Domain
E. Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf +3 more
2020Spoken Language Technology Workshop132 citations Open access
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The Zero Resource Speech Challenge 2019: TTS without T
Ewan Dunbar, Robin Algayres, Julien Karadayi, Mathieu Bernard +9 more
2019Interspeech129 citations Open access
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Anti-efficient encoding in emergent communication
R. Chaabouni, E. Kharitonov, Emmanuel Dupoux, M. Baroni
2019Neural Information Processing Systems124 citations
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IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding
Ronan Riochet, M. Castro, Mathieu Bernard, A. Lerer +3 more
2018IEEE Transactions on Pattern Analysis and Machine Intelligence97 citations Open access
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The Zero Resource Speech Challenge 2015: Proposed Approaches and Results
Maarten Versteegh, Xavier Anguera, A. Jansen, Emmanuel Dupoux
2016Workshop on Spoken Language Technologies for Under-resourced Languages94 citations Open access
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End-to-End Speech Recognition From the Raw Waveform
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, R. Collobert +1 more
2018Interspeech85 citations Open access
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Early phonetic learning without phonetic categories: Insights from large-scale simulations on realistic input
Thomas Schatz, Naomi H. Feldman, Sharon Goldwater, Xuan-Nga Cao +1 more
2021Proceedings of the National Academy of Sciences of the United States of America84 citations Open access
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IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning
Ronan Riochet, M. Castro, Mathieu Bernard, A. Lerer +3 more
2018arXiv.org78 citations
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Communicating artificial neural networks develop efficient color-naming systems
R. Chaabouni, E. Kharitonov, Emmanuel Dupoux, M. Baroni
2021Proceedings of the National Academy of Sciences of the United States of America75 citations Open access
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The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units
Ewan Dunbar, Julien Karadayi, Mathieu Bernard, Xuan-Nga Cao +5 more
2020Interspeech67 citations Open access
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An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings
Marvin Lavechin, Ruben Bousbib, H. Bredin, Emmanuel Dupoux +1 more
2020Interspeech57 citations Open access
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Joint Learning of Speaker and Phonetic Similarities with Siamese Networks
Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
2016Interspeech50 citations
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Emergent Communication: Generalization and Overfitting in Lewis Games
Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill +3 more
2022Neural Information Processing Systems41 citations Open access
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“LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently
Mathieu Rita, R. Chaabouni, Emmanuel Dupoux
2020Conference on Computational Natural Language Learning41 citations Open access
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Word-order Biases in Deep-agent Emergent Communication
R. Chaabouni, E. Kharitonov, A. Lazaric, Emmanuel Dupoux +1 more
2019Annual Meeting of the Association for Computational Linguistics41 citations Open access
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On the role of population heterogeneity in emergent communication
Mathieu Rita, Florian Strub, Jean-Bastien Grill, O. Pietquin +1 more
2022International Conference on Learning Representations40 citations Open access
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A deep scattering spectrum — Deep Siamese network pipeline for unsupervised acoustic modeling
Neil Zeghidour, Gabriel Synnaeve, Maarten Versteegh, Emmanuel Dupoux
2016IEEE International Conference on Acoustics, Speech, and Signal Processing40 citations
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Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments
Nils Holzenberger, Mingxing Du, Julien Karadayi, Rachid Riad +1 more
2018Interspeech36 citations Open access
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Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the “Speaking Rosetta” JSALT 2017 Workshop
O. Scharenborg, L. Besacier, A. Black, Mark A. Hasegawa-Johnson +15 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing34 citations Open access
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Evaluating the reliability of acoustic speech embeddings
Robin Algayres, Mohamed Salah Zaïem, Benoît Sagot, Emmanuel Dupoux
2020Interspeech32 citations Open access
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Speaker detection in the wild: Lessons learned from JSALT 2019
Leibny Paola García-Perera, J. Villalba, H. Bredin, Jun Du +20 more
2019The Speaker and Language Recognition Workshop32 citations Open access
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Sampling strategies in Siamese Networks for unsupervised speech representation learning
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour +2 more
2018Interspeech29 citations Open access
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Analogies minus analogy test: measuring regularities in word embeddings
Louis Fournier, Emmanuel Dupoux, Ewan Dunbar
2020Conference on Computational Natural Language Learning28 citations Open access
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Blind Phoneme Segmentation With Temporal Prediction Errors
Paul Michel, O. Räsänen, Roland Thiollière, Emmanuel Dupoux
2016Annual Meeting of the Association for Computational Linguistics27 citations Open access
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WordSeg: Standardizing unsupervised word form segmentation from text
Mathieu Bernard, Roland Thiollière, Amanda Saksida, Georgia R. Loukatou +7 more
2019Behavior Research Methods26 citations Open access
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Geometric Constraints on Human Speech Sound Inventories
Ewan Dunbar, Emmanuel Dupoux
2016Frontiers in Psychology24 citations Open access
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Towards Unsupervised Learning of Speech Features in the Wild
Morgane Rivière, Emmanuel Dupoux
2021Spoken Language Technology Workshop22 citations
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Speech Technology for Unwritten Languages
O. Scharenborg, Lucas Ondel, Shruti Palaskar, Philip Arthur +15 more
2020IEEE/ACM Transactions on Audio Speech and Language Processing22 citations Open access
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A Temporal Coherence Loss Function for Learning Unsupervised Acoustic Embeddings
Gabriel Synnaeve, Emmanuel Dupoux
2016Workshop on Spoken Language Technologies for Under-resourced Languages22 citations Open access
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Identification of Primary and Collateral Tracks in Stuttered Speech
Rachid Riad, Anne-Catherine Bachoud-L'evi, Frank Rudzicz, Emmanuel Dupoux
2020International Conference on Language Resources and Evaluation21 citations
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COMT Val158Met Polymorphism Modulates Huntington's Disease Progression
R. de Diego-Balaguer, C. Schramm, I. Rebeix, Emmanuel Dupoux +17 more
2016PLoS ONE20 citations Open access
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Vocal markers from sustained phonation in Huntington's Disease
Rachid Riad, H. Titeux, Laurie Lemoine, Justine Montillot +4 more
2020Interspeech19 citations
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Bayesian Models for Unit Discovery on a Very Low Resource Language
Lucas Ondel, Pierre Godard, L. Besacier, Elin Larsen +6 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing19 citations Open access
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Learnability of prosodic boundaries: Is infant-directed speech easier?
Bogdan Ludusan, Alejandrina Cristia, Andrew Martin, R. Mazuka +1 more
2016Journal of the Acoustical Society of America19 citations
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Priming Children’s Use of Intentions in Moral Judgement with Metacognitive Training
Katarina Gvozdic, S. Moutier, Emmanuel Dupoux, Marine Buon
2016Frontiers in Psychology18 citations Open access
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Comparing Character-level Neural Language Models Using a Lexical Decision Task
Gaël Le Godais, Tal Linzen, Emmanuel Dupoux
2017Conference of the European Chapter of the Association for Computational Linguistics17 citations Open access
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Does Infant-Directed Speech Help Phonetic Learning? A Machine Learning Investigation
Bogdan Ludusan, R. Mazuka, Emmanuel Dupoux
2021Cognitive Sciences16 citations Open access
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Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation
Adriana Guevara-Rukoz, Alejandrina Cristia, Bogdan Ludusan, Roland Thiollière +3 more
2017Cognitive Sciences16 citations Open access
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