Emmanuel Dupoux

About Emmanuel Dupoux

Emmanuel Dupoux, With an exceptional h-index of 79 and a recent h-index of 48 (since 2020), a distinguished researcher at École des Hautes Études en Sciences Sociales, specializes in the field of Cognitive development, psycholinguistics, language acquisition, cognitive modeling, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Textually pretrained speech language models

Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning

SpiRit-LM: Interleaved Spoken and Written Language Model

Modeling the initial state of early phonetic learning in infants

Modeling early phonetic acquisition from child-centered audio data

Language Evolution with Deep Learning

Stop: A dataset for spoken task oriented semantic parsing

BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models

Emmanuel Dupoux Information

University

Position

Professor of Cognitive Psychology

Citations(all)

24980

Citations(since 2020)

9527

Cited By

18389

hIndex(all)

79

hIndex(since 2020)

48

i10Index(all)

199

i10Index(since 2020)

152

Email

University Profile Page

École des Hautes Études en Sciences Sociales

Google Scholar

View Google Scholar Profile

Emmanuel Dupoux Skills & Research Interests

Cognitive development

psycholinguistics

language acquisition

cognitive modeling

machine learning

Top articles of Emmanuel Dupoux

Title

Journal

Author(s)

Publication Date

Textually pretrained speech language models

Advances in Neural Information Processing Systems (NeurIPS) 37

Michael Hassid

Tal Remez

Tu Anh Nguyen

Itai Gat

Alexis Conneau

...

2023/5/22

Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning

arXiv preprint arXiv:2404.19409

Mathieu Rita

Florian Strub

Rahma Chaabouni

Paul Michel

Emmanuel Dupoux

...

2024/4/30

SpiRit-LM: Interleaved Spoken and Written Language Model

arXiv preprint arXiv:2402.05755

Tu Anh Nguyen

Benjamin Muller

Bokai Yu

Marta R Costa-Jussa

Maha Elbayad

...

2024/2/8

Modeling the initial state of early phonetic learning in infants

Maxime Poli

Thomas Schatz

Emmanuel Dupoux

Marvin Lavechin

2024/4/23

Modeling early phonetic acquisition from child-centered audio data

Cognition

Marvin Lavechin

Maureen de Seyssel

Marianne Métais

Florian Metze

Abdelrahman Mohamed

...

2024/4/1

Language Evolution with Deep Learning

arXiv preprint arXiv:2403.11958

Mathieu Rita

Paul Michel

Rahma Chaabouni

Olivier Pietquin

Emmanuel Dupoux

...

2024/3/18

Stop: A dataset for spoken task oriented semantic parsing

Paden Tomasello

Akshat Shrivastava

Daniel Lazar

Po-Chun Hsu

Duc Le

...

2023/1/9

BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models

Interspeech 2023

Marvin Lavechin

Yaya Sy

Hadrien Titeux

María Andrea Cruz Blandón

Okko Räsänen

...

2023/6/2

Low-Resource Self-Supervised Learning with SSL-Enhanced TTS

arXiv preprint arXiv:2309.17020

Po-chun Hsu

Ali Elkahky

Wei-Ning Hsu

Yossi Adi

Tu Anh Nguyen

...

2023/9/29

Worldsense: A synthetic benchmark for grounded reasoning in large language models

arXiv preprint arXiv:2311.15930

Youssef Benchekroun

Megi Dervishi

Mark Ibrahim

Jean-Baptiste Gaya

Xavier Martinet

...

2023/11/27

Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication

Valentin Taillandier

Dieuwke Hupkes

Benoît Sagot

Emmanuel Dupoux

Paul Michel

2023/5/1

Measuring language development from child-centered recordings

Yaya Sy

William Havard

Marvin Lavechin

Emmanuel Dupoux

Alejandrina Cristia

2023/8/20

Realistic and broad-scope learning simulations: first results and challenges

Journal of Child Language

Maureen de SEYSSEL

Marvin Lavechin

Emmanuel Dupoux

2023/11

Generative spoken dialogue language modeling

Transactions of the Association for Computational Linguistics

Tu Anh Nguyen

Eugene Kharitonov

Jade Copet

Yossi Adi

Wei-Ning Hsu

...

2023/3/14

Expresso: A benchmark and analysis of discrete expressive speech resynthesis

arXiv preprint arXiv:2308.05725

Tu Anh Nguyen

Wei-Ning Hsu

Antony d'Avirro

Bowen Shi

Itai Gat

...

2023/8/10

Controlling language over-optimization by targeting reward distribution

Mathieu Rita

Florian Strub

Rahma Chaabouni

Paul Michel

Emmanuel Dupoux

...

2023/10/13

EmphAssess: a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models

arXiv preprint arXiv:2312.14069

Maureen de Seyssel

Antony D'Avirro

Adina Williams

Emmanuel Dupoux

2023/12/21

ProsAudit, a prosodic benchmark for self-supervised speech models

Interspeech 2023

Maureen de Seyssel

Marvin Lavechin

Hadrien Titeux

Arthur Thomas

Gwendal Virlet

...

2023/2/23

Do Coarser Units Benefit Cluster Prediction-Based Speech Pre-Training?

Ali Elkahky

Wei-Ning Hsu

Paden Tomasello

Tu-Anh Nguyen

Robin Algayres

...

2023/6/4

XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words

arXiv preprint arXiv:2310.05235

Robin Algayres

Pablo Diego-Simon

Benoit Sagot

Emmanuel Dupoux

2023/10/8

See List of Professors in Emmanuel Dupoux University(École des Hautes Études en Sciences Sociales)

Co-Authors

H-index: 98
JB Poline

JB Poline

McGill University

H-index: 95
jacques mehler

jacques mehler

Scuola Internazionale Superiore di Studi Avanzati

H-index: 72
Pierre-Francois Van de Moortele

Pierre-Francois Van de Moortele

University of Minnesota-Twin Cities

H-index: 59
Franck Ramus

Franck Ramus

École Normale Supérieure

H-index: 58
Eraldo Paulesu

Eraldo Paulesu

Università degli Studi di Milano-Bicocca

H-index: 44
Pierre Jacob

Pierre Jacob

École des Hautes Études en Sciences Sociales

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