Publications

Holzenberger, N., Du, M., Karadayi, J., Riad, R. & Dupoux, E. (2018). Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments. In Interspeech 2018. doi:10.21437/Interspeech.2018-2364

Guevara Rukoz, A., Cristia, A., Ludusan, B., Thiollière, R., Martin, A., Mazuka, R. & Dupoux, E. (2018). Are Words Easier to Learn From Infant- Than Adult-Directed Speech? A Quantitative Corpus-Based Investigation. Cognitive Science, 42(5), 1586 - 1617. doi:10.1111/cogs.12616

Schatz, T., Bach, F. & Dupoux, E. (2018). Evaluating automatic speech recognition systems as quantitative models of cross-lingual phonetic category perception. The Journal of the Acoustical Society of America, 143(5), EL372. doi:10.1121/1.5037615

Riad, R., Dancette, C., Karadayi, J., Zeghidour, N., Schatz, T. & Dupoux, E. (2018). Sampling strategies in Siamese Networks for unsupervised speech representation learning. In Interspeech 2018.

Zeghidour, N., Usunier, N., Synnaeve, G., Collobert, R. & Dupoux, E. (2018). End-to-End Speech Recognition From the Raw Waveform. In Interspeech 2018. doi:10.21437/Interspeech.2018-2414

Cao, X., Dakhlia, C., Del Carmen, P., Jaouani, M., Ould-Arbi, M. & Dupoux, E. (2018). Baby Cloud, a technological platform for parents and researchers. In LREC 2018 - 11th edition of the Language Resources and Evaluation Conference.

Zeghidour, N., Usunier, N., Kokkinos, I., Schatz, T., Synnaeve, G. & Dupoux, E. (2018). Learning Filterbanks from Raw Speech for Phoneme Recognition. In ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing.

Défossez, A., Zeghidour, N., Usunier, N., Bottou, L. & Bach, F. (2018). SING: Symbol-to-Instrument Neural Generator. In Conference on Neural Information Processing Systems (NIPS), Dec 2018, Montréal, Canada.

Ramus, F., Altarelli, I., Jednoróg, K., Zhao, J. & Scotto Di Covella, L. (2018). Neuroanatomy of developmental dyslexia: Pitfalls and promise. Neuroscience and biobehavioral reviews, 84, 434-452. doi:10.1016/j.neubiorev.2017.08.001

Guez, A., Peyre, H., Le Cam, M., Gauvrit, N. & Ramus, F. (2018). Are high-IQ students more at risk of school failure? Intelligence, 71, 32–40. doi:10.1016/j.intell.2018.09.003

Guez, A., Panaïotis, T. , Peyre, H. & Ramus, F. (2018). Predictors of the IQ-achievement gap in France: A longitudinal analysis. Intelligence, 69, 104-116. doi:10.1016/j.intell.2018.05.008

Su, M., Zhao, J., De Schotten, T. , Zhou, W. , Gong, G. , Ramus, F. & Shu, H. (2018). Alterations in white matter pathways underlying phonological and morphological processing in Chinese developmental dyslexia. Developmental cognitive neuroscience, 31, 11-19. doi:10.1016/j.dcn.2018.04.002

Su, M., De Schotten, T. , Zhao, J., Song, S., Zhou, W. , Gong, G. , McBride, C., Ramus, F. & Shu, H. (2018). Vocabulary growth rate from preschool to school-age years is reflected in the connectivity of the arcuate fasciculus in 14-year-old children. Developmental science, 21(5), e12647. doi:10.1111/desc.12647

Dupoux, E. (2018). Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner. Cognition, 173, 43-59. doi:10.1016/j.cognition.2017.11.008

Ramus, F. (2017). General intelligence is an emerging property, not an evolutionary puzzle. The Behavioral and brain sciences, 40, e217. doi:10.1017/S0140525X1600176X

Lample , G., Zeghidour, N., Usunier, N., Bordes, A. , Denoyer, L. & Ranzato, M. (2017). Fader Networks: Manipulating Images by Sliding Attributes. In NIPS.

Guevara Rukoz, A., Parlato-Oliveira, E., Yu, S., Hirose, Y., Peperkamp, S. & Dupoux, E. (2017). Predicting epenthetic vowel quality from acoustics. In INTERSPEECH-2017, 596-600.

Chaabouni, R., Dunbar, E., Zeghidour, N. & Dupoux, E. (2017). Learning weakly supervised multimodal phoneme embeddings. In INTERSPEECH-2017, 2218-2222. doi:10.21437/Interspeech.2017-1689

Cristia, A., Dupoux, E., Gurven, M. & Stieglitz, J. (2017). Child-directed speech is infrequent in a forager-farmer population: a time allocation study. Child Development, NC. doi:10.1111/cdev.12974

Plonski, P., Gradkowski, W., Altarelli, I., Monzalvo, K., Van Ermingen-Marbach, M., Grande, M., Heim, S., Marchewka, A., Bogorodzki, P., Ramus, F. & Jednoróg, K. (2017). Multi-parameter machine learning approach to the neuroanatomical basis of developmental dyslexia. Human brain mapping, 38(2), 900-908. doi:10.1002/hbm.23426

Dunbar, E., Xuan-Nga, C., Benjumea, J., Karadayi, J., Bernard, M., Besacier, L., Anguera, X. & Dupoux, E. (2017). The Zero Resource Speech Challenge 2017. In ASRU-2017.

Schatz, T., Turnbull, R., Bach, F. & Dupoux, E. (2017). A Quantitative Measure of the Impact of Coarticulation on Phone Discriminability. In INTERSPEECH-2017.

Le Godais, G., Linzen, T. & Dupoux, E. (2017). Comparing character-level neural language models using a lexical decision task. In Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics..

Räsänen, O., Thiollière, R. & Dupoux, E. (2017). Blind phoneme segmentation with temporal prediction errors. In Proceedings of ACL: Student Research Workshop.

Forgeot D'Arc, B., Delorme, R., Zalla, T., Lefebvre, A., Amsellem, F., Moukawane, S., Letellier, L., Leboyer, M., Mouren, M. & Ramus, F. (2017). Gaze direction detection in autism spectrum disorder. Autism : the international journal of research and practice, 21(1), 100-107. doi:10.1177/1362361316630880

Larsen, E., Dupoux, E. & Cristia, A. (2017). Relating unsupervised word segmentation to reported vocabulary acquisition. In INTERSPEECH-2017, 2198-2202. doi:10.21437/Interspeech.2017-937

Ludusan, B., Mazuka, R., Bernard, M., Cristia, A. & Dupoux, E. (2017). The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective. , Vol. 2: In ACL 2017, 178-183. doi:10.18653/v1/P17-2028

Tsuji, S., Fikkert, P., Minagawa-Kawai, Y., Dupoux, E., Filippin, L., Versteegh, M., Hagoort, P. & Cristia, A. (2017). The more, the better? Behavioral and neural correlates of frequent and infrequent vowel exposure. Developmental Psychobiology, 59(5), 603-612. doi:10.1002/dev.21534

Su, M., Peyre, H., Song, S., McBride, C., Tardif, T., Li, H., Zhang, Y., Liang, W., Zhang, Z., Ramus, F. & Shu, H. (2017). The influence of early linguistic skills and family factors on literacy acquisition in Chinese children: Follow-up from age 3 to age 11. Learning and Instruction, 49, 54–63. doi:10.1016/j.learninstruc.2016.12.003

Peyre, H., Charkaluk, M., Forhan, A., Heude, B. & Ramus, F. (2017). Do developmental milestones at 4, 8, 12 and 24 months predict IQ at 5–6 years old? Results of the EDEN mother–child cohort. European Journal of Paediatric Neurology, 21(2), 272-279. doi:10.1016/j.ejpn.2016.11.001