Publications

Fourtassi, A. & Dupoux, E. (2016). The role of word-word co-occurrence in word learning. In Proceedings of the 38th Annual Conference of the Cognitive Science Society, 662-667.

Zeghidour, N., Synnaeve, G., Usunier, N. & Dupoux, E. (2016). Joint Learning of Speaker and Phonetic Similarities with Siamese Networks. In INTERSPEECH-2016, 1295-1299.

Versteegh, M., Anguera, X., Jansen, A. & Dupoux, E. (2016). The Zero Resource Speech Challenge 2015: Proposed Approaches and Results. , Vol. 81: In SLTU-2016 Procedia Computer Science, 67-72.

Synnaeve, G. & Dupoux, E. (2016). A temporal coherence loss function for learning unsupervised acoustic embeddings. , Vol. 81: In SLTU-2016 Procedia Computer Science, 95-100.

Ludusan, B. & Dupoux, E. (2016). Automatic syllable segmentation using broad phonetic class information. , Vol. 81: In SLTU-2016 Procedia Computer Science, 101-106.

Linzen, T., Dupoux, E. & Goldberg, Y. (2016). Assessing the ability of LSTMs to learn syntax-sensitive dependencies. Transactions of the Association for Computational Linguistics, 4, 521-535

Dunbar, E. & Dupoux, E. (2016). Geometric constraints on human speech sound inventories. Frontiers in Psychology, 7(1061). doi:10.3389/fpsyg.2016.01061

Gvozdic, K., Moutier, S., Dupoux, E. & Buon, M. (2016). Priming Children's Use of Intentions in Moral Judgement with Metacognitive Training. Frontiers in Language Sciences, 7(190). doi:10.3389/fpsyg.2016.00190

Ludusan, B., Cristia, A., Martin, A., Mazuka, R. & Dupoux, E. (2016). Learnability of prosodic boundaries: Is infant-directed speech easier? Journal of the Acoustical Society of America, 140(2), 1239-1250. doi:10.1121/1.4960576

Carbajal, J., Fér, R. & Dupoux, E. (2016). Modeling language discrimination in infants using i-vector representations. In 38th Annual Conference of the Cognitive Science Society (CogSci2016), Philadelphia, USA.

Bergmann, C., Cristia, A. & Dupoux, E. (2016 ). Discriminability of sound contrasts in the face of speaker variation quantified. In Proceedings of the 38th Annual Conference of the Cognitive Science Society, 1331-1336.

Zeghidour, N., Synnaeve, G., Versteegh, M. & Dupoux, E. (2016 ). A Deep Scattering Spectrum - Deep Siamese Network Pipeline For Unsupervised Acoustic Modeling. In ICASSP-2016, 4965-4969.

De Diego-Balaguer, R., Schramm, C., Rebeix, I., Dupoux, E., Durr, A., Brice, A., Charles, P., Cleret de Langavant, L., Youssov, K., Verny, C., Damotte, V., Azulay, J., Goizet, C., Simonin, C., Tranchant, C., Maison, P., Rialland, A., Schmitz, D., Jacquemot, C., Fontaine, B. & Bachoud-Levi, A. (2016 ). COMT Val158Met} Polymorphism Modulates Huntington's Disease Progression. Plos One, 11(9), e0161106. doi:10.1371/journal.pone.0161106

Carbajal, J., Dawud, A., Thiollière, R. & Dupoux, E. (2016 ). The “language filter” hypothesis: A feasibility study of language separation in infancy using unsupervised clustering of I-vectors. In 2016 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Cergy-Pontoise, France, 195-201. doi:10.1109/DEVLRN.2016.7846818

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

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.

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

Guevara-Rukoz, A., Lin, I., Morii, M., Minagawa, Y., Dupoux, E. & Peperkamp, S. (2017). Which epenthetic vowel? Phonetic categories versus acoustic detail in perceptual vowel epenthesis. The Journal of the Acoustical Society of America, 142(2), EL211-EL217. doi:10.1121/1.4998138

Ondel, L., Godard, P., Besacier, L., Larsen, E., Hasegawa-Johnson, M., Scharenborg, O., Dupoux, E., Burget, L., Yvon, F. & Khudanpur, S. (2018). Bayesian Models For Unit Discovery On a Very Low Resource Language. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Thual, A., Dancette, C., Karadayi, J., Benjumea, J. & Dupoux, E. (2018). A K-nearest neighbours approach to unsupervised spoken term discovery. In EEE Spoken Language Technology SLT-2018.

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