Emmanuel Dupoux

Full Professor, EHESS

Joined

July 2019

Names

Emmanuel Dupoux

Emails

****@gmail.com (Confirmed)

,

****@fb.com (Confirmed)

Personal Links

Career & Education History

Full Professor

EHESS (ehess.fr)

2001 – Present

PhD student

EHESS (ehess.fr)

1986 – 1989

Advisors, Relations & Conflicts

Coauthor

2019 – 2021

Expertise

speech perception

,

speech & language processing

,

psycholinguistics

,

language acquisition

Present

Publications

SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
Maxime Poli, Mahi Luthra, Youssef Benchekroun, Yosuke Higuchi, Martin Gleize, Jiayi Shen, Robin Algayres, Yu-An Chung, Mido Assran, Juan Pino, Emmanuel Dupoux
- Accepted by TMLR
- Readers: Everyone
IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments
Florian Bordes, Quentin Garrido, Justine T Kao, Adina Williams, Michael Rabbat, Emmanuel Dupoux
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
On The Landscape of Spoken Language Models: A Comprehensive Survey
Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe
- Accepted by TMLR
- Readers: Everyone
Evaluating speech features with the minimal-pair ABX task: Analysis of the classical MFC/PLP pipeline
Thomas Schatz, Vijayaditya Peddinti, Francis Bach, Aren Jansen, Hynek Hermansky, Emmanuel Dupoux
- Interspeech 2013
- Readers: Everyone
Modeling the initial state of early phonetic learning in infants
Maxime Poli, Thomas Schatz, Emmanuel Dupoux, Marvin Lavechin
- Language Development Research
- Readers: Everyone
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
- EWRL17
- Readers: Everyone
Controlling language over-optimization by targeting reward distribution
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
- Submitted to ICLR 2024
- Readers: Everyone
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words
Robin Jonathan Algayres, Pablo J. Diego Simon, Benoît Sagot, Emmanuel Dupoux
- EMNLP 2023 Findings
- Readers: Everyone
Generative Spoken Language Model based on continuous word-sized audio tokens
Robin Jonathan Algayres, Yossi Adi, Tu Anh Nguyen, Jade Copet, Gabriel Synnaeve, Benoît Sagot, Emmanuel Dupoux
- EMNLP 2023 Main
- Readers: Everyone
Textually Pretrained Speech Language Models
Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi
- NeurIPS 2023 poster
- Readers: Everyone

View all 22 publications

Co-Authors

View all 67 co-authors