← Authors

Emmanuel Dupoux

59 papers · 2008–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (17) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (16) 🏠 Conference Loyalist (23) 🌟 Keyword Trendsetter Combo (4) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (3) πŸ’Ž Century Club (59) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (10) πŸ”₯ Unstoppable (13) πŸ—ƒοΈ Keyword Collector (206)

Conferences

INTERSPEECH (23) ACL (13) EMNLP (9) CONLL (3) NAACL (3) NIPS (3) ICLR (2) COLING (1) EACL (1) IJCNLP (1)

Top co-authors

Yossi Adi (9) Eugene Kharitonov (8) Gabriel Synnaeve (8) Jade Copet (8) Tu Anh Nguyen (8) Ewan Dunbar (7) Rahma Chaabouni (7) Robin Algayres (7) Mathieu Rita (5) Wei-Ning Hsu (5)

Research topics

Analysis (1) Linguistics (1)

Keywords

unsupervised learning (9) speech representation (7) self-supervised learning (7) emergent communication (6) speech synthesis (5) language model (4) siamese network (4) discrete representation (4) neural network (4) speech resynthesis (3) representation learning (3) speech representation learning (3) language acquisition (3) zipf law (3) referential game (3) spoken language modeling (3) word embedding (3) spoken language model (3) zero-shot learning (2) benchmark evaluation (2)

Papers

Frequency & Compositionality in Emergent Communication EMNLP 2025
LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach EMNLP 2024
Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning ACL 2024
Simulating articulatory trajectories with phonological feature interpolation INTERSPEECH 2024
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models EMNLP 2024
Measuring Language Development From Child-centered Recordings INTERSPEECH 2023
BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models INTERSPEECH 2023
Evaluating context-invariance in unsupervised speech representations INTERSPEECH 2023
ProsAudit, a prosodic benchmark for self-supervised speech models INTERSPEECH 2023
Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023
Textually Pretrained Speech Language Models NIPS 2023
Generative Spoken Language Model based on continuous word-sized audio tokens EMNLP 2023
Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication ICLR 2023
Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis INTERSPEECH 2023
Textless Speech Emotion Conversion using Discrete & Decomposed Representations EMNLP 2022
Probing phoneme, language and speaker information in unsupervised speech representations INTERSPEECH 2022
Emergent Communication: Generalization and Overfitting in Lewis Games NIPS 2022
Text-Free Prosody-Aware Generative Spoken Language Modeling ACL 2022
A comparison study on patient-psychologist voice diarization ACL 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
textless-lib: a Library for Textless Spoken Language Processing NAACL 2022
On the role of population heterogeneity in emergent communication ICLR 2022
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation IJCNLP 2021
The Zero Resource Speech Challenge 2021: Spoken Language Modelling INTERSPEECH 2021
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations INTERSPEECH 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021
Analogies minus analogy test: measuring regularities in word embeddings EMNLP 2020
Compositionality and Generalization In Emergent Languages ACL 2020
β€œLazImpa”: Lazy and Impatient neural agents learn to communicate efficiently CONLL 2020
Analogies minus analogy test: measuring regularities in word embeddings CONLL 2020
β€œLazImpa”: Lazy and Impatient neural agents learn to communicate efficiently EMNLP 2020
Vocal Markers from Sustained Phonation in Huntington’s Disease INTERSPEECH 2020
An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings INTERSPEECH 2020
Evaluating the Reliability of Acoustic Speech Embeddings INTERSPEECH 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Anti-efficient encoding in emergent communication NIPS 2019
The Zero Resource Speech Challenge 2019: TTS Without T INTERSPEECH 2019
Word-order Biases in Deep-agent Emergent Communication ACL 2019
End-to-End Speech Recognition from the Raw Waveform INTERSPEECH 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
A Quantitative Measure of the Impact of Coarticulation on Phone Discriminability INTERSPEECH 2017
Comparing Character-level Neural Language Models Using a Lexical Decision Task EACL 2017
Blind Phoneme Segmentation With Temporal Prediction Errors ACL 2017
The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective ACL 2017
Predicting Epenthetic Vowel Quality from Acoustics INTERSPEECH 2017
Relating Unsupervised Word Segmentation to Reported Vocabulary Acquisition INTERSPEECH 2017
Learning Weakly Supervised Multimodal Phoneme Embeddings INTERSPEECH 2017
Joint Learning of Speaker and Phonetic Similarities with Siamese Networks INTERSPEECH 2016
Prosodic boundary information helps unsupervised word segmentation NAACL 2015
Sign constraints on feature weights improve a joint model of word segmentation and phonology NAACL 2015
A Rudimentary Lexicon and Semantics Help Bootstrap Phoneme Acquisition CONLL 2014
Unsupervised Word Segmentation in Context COLING 2014
Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning ACL 2014
Modelling function words improves unsupervised word segmentation ACL 2014
A corpus-based evaluation method for Distributional Semantic Models ACL 2013
Unsupervised Learning of Acoustic Sub-word Units ACL 2008