Ewan Dunbar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Weakly Supervised

Speech Recognition

Language Modelling

Top Venues

Publications

Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu, Ewan Dunbar, Hung-Yi Lee
Zero Resource Code-Switched Speech Benchmark Using Speech Utterance Pairs for Multiple Spoken Languages. ICASSP (2024)
Sean Robertson, Gerald Penn, Ewan Dunbar
Quantifying the Role of Textual Predictability in Automatic Speech Recognition. CoRR (2024)
Mark Hallap, Emmanuel Dupoux, Ewan Dunbar
Evaluating context-invariance in unsupervised speech representations. INTERSPEECH (2023)
Sean Robertson, Ewan Dunbar
Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training. CoRR (2023)
Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu, Ewan Dunbar, Hung-yi Lee
Zero Resource Code-switched Speech Benchmark Using Speech Utterance Pairs For Multiple Spoken Languages. CoRR (2023)
Ewan Dunbar, Nicolas Hamilakis, Emmanuel Dupoux
Self-Supervised Language Learning From Raw Audio: Lessons From the Zero Resource Speech Challenge. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Mark Hallap, Emmanuel Dupoux, Ewan Dunbar
Evaluating context-invariance in unsupervised speech representations. CoRR (2022)
Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, Jean-Remi King
Toward a realistic model of speech processing in the brain with self-supervised learning. CoRR (2022)
Juliette Millet, Charlotte Caucheteux, Pierre Orhan, Yves Boubenec, Alexandre Gramfort, Ewan Dunbar, Christophe Pallier, Jean-Remi King
Toward a realistic model of speech processing in the brain with self-supervised learning. NeurIPS (2022)
Juliette Millet, Ewan Dunbar
Do self-supervised speech models develop human-like perception biases? ACL (1) (2022)
Tu Anh Nguyen, Maureen de Seyssel, Robin Algayres, Patricia Rozé, Ewan Dunbar, Emmanuel Dupoux
Are word boundaries useful for unsupervised language learning? CoRR (2022)
Ewan Dunbar, Nicolas Hamilakis, Emmanuel Dupoux
Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge. CoRR (2022)
Juliette Millet, Ewan Dunbar
Do self-supervised speech models develop human-like perception biases? CoRR (2022)
Juliette Millet, Ioana Chitoran, Ewan Dunbar
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models. CoRR (2022)
Louis Fournier, Ewan Dunbar
Paraphrases do not explain word analogies. EACL (2021)
Juliette Millet, Ioana Chitoran, Ewan Dunbar
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models. CoNLL (2021)
Ewan Dunbar, Mathieu Bernard, Nicolas Hamilakis, Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Eugene Kharitonov, Emmanuel Dupoux
The Interspeech Zero Resource Speech Challenge 2021: Spoken language modelling. CoRR (2021)
Ewan Dunbar, Mathieu Bernard, Nicolas Hamilakis, Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Eugene Kharitonov, Emmanuel Dupoux
The Zero Resource Speech Challenge 2021: Spoken Language Modelling. Interspeech (2021)
Louis Fournier, Ewan Dunbar
Paraphrases do not explain word analogies. CoRR (2021)
Ewan Dunbar, Julien Karadayi, Mathieu Bernard, Xuan-Nga Cao, Robin Algayres, Lucas Ondel, Laurent Besacier, Sakriani Sakti, Emmanuel Dupoux
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units. INTERSPEECH (2020)
Juliette Millet, Ewan Dunbar
The Perceptimatic English Benchmark for Speech Perception Models. CoRR (2020)
Juliette Millet, Ewan Dunbar
Perceptimatic: A Human Speech Perception Benchmark for Unsupervised Subword Modelling. INTERSPEECH (2020)
Louis Fournier, Emmanuel Dupoux, Ewan Dunbar
Analogies minus analogy test: measuring regularities in word embeddings. CoRR (2020)
Ewan Dunbar, Julien Karadayi, Mathieu Bernard, Xuan-Nga Cao, Robin Algayres, Lucas Ondel, Laurent Besacier, Sakriani Sakti, Emmanuel Dupoux
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units. CoRR (2020)
Maud Parrot, Juliette Millet, Ewan Dunbar
Independent and Automatic Evaluation of Speaker-Independent Acoustic-to-Articulatory Reconstruction. INTERSPEECH (2020)
Bing'er Jiang, Ewan Dunbar, Morgan Sonderegger, Meghan Clayards, Emmanuel Dupoux
Modelling Perceptual Effects of Phonology with ASR Systems. CogSci (2020)
Juliette Millet, Ewan Dunbar
Perceptimatic: A human speech perception benchmark for unsupervised subword modelling. CoRR (2020)
Juliette Millet, Ewan Dunbar
The Perceptimatic English Benchmark for Speech Perception Models. CogSci (2020)
Louis Fournier, Emmanuel Dupoux, Ewan Dunbar
Analogies minus analogy test: measuring regularities in word embeddings. CoNLL (2020)
Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Evgeny Kharitonov, Alexei Baevski, Ewan Dunbar, Emmanuel Dupoux
The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling. CoRR (2020)
Maud Parrot, Juliette Millet, Ewan Dunbar
Independent and automatic evaluation of acoustic-to-articulatory inversion models. CoRR (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
The Zero Resource Speech Challenge 2019: TTS Without T. INTERSPEECH (2019)
R. Thomas McCoy, Tal Linzen, Ewan Dunbar, Paul Smolensky
RNNs implicitly implement tensor-product representations. ICLR (Poster) (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
The Zero Resource Speech Challenge 2019: TTS without T. CoRR (2019)
Juliette Millet, Nika Jurov, Ewan Dunbar
Comparing unsupervised speech learning directly to human performance in speech perception. CogSci (2019)
R. Thomas McCoy, Tal Linzen, Ewan Dunbar, Paul Smolensky
RNNs Implicitly Implement Tensor Product Representations. CoRR (2018)
Ewan Dunbar, Xuan-Nga Cao, Juan Benjumea, Julien Karadayi, Mathieu Bernard, Laurent Besacier, Xavier Anguera, Emmanuel Dupoux
The Zero Resource Speech Challenge 2017. CoRR (2017)
Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, Emmanuel Dupoux
Learning Weakly Supervised Multimodal Phoneme Embeddings. INTERSPEECH (2017)
Ewan Dunbar, Xuan-Nga Cao, Juan Benjumea, Julien Karadayi, Mathieu Bernard, Laurent Besacier, Xavier Anguera, Emmanuel Dupoux
The zero resource speech challenge 2017. ASRU (2017)
Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, Emmanuel Dupoux
Learning weakly supervised multimodal phoneme embeddings. CoRR (2017)
Ewan Dunbar, Gabriel Synnaeve, Emmanuel Dupoux
Quantitative methods for comparing featural representations. ICPhS (2015)
Roland Thiollière, Ewan Dunbar, Gabriel Synnaeve, Maarten Versteegh, Emmanuel Dupoux
A hybrid dynamic time warping-deep neural network architecture for unsupervised acoustic modeling. INTERSPEECH (2015)
Abdellah Fourtassi, Ewan Dunbar, Emmanuel Dupoux
Self-Consistency as an Inductive Bias in Early Language Acquisition. CogSci (2014)
Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP (2013)
Brian Dillon, Ewan Dunbar, William J. Idsardi
A Single-Stage Approach to Learning Phonological Categories: Insights From Inuktitut. Cogn. Sci. 37 (2) (2013)