Publications

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.

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

Cremers, A. & Chemla, E. (2017). Probability Judgments of Gappy Sentences. In Pistoia-Reda, Salvatore and Filippo Domaneschi (Eds.), Linguistic and Psycholinguistic Approaches on Implicatures and Presuppositions (pp. 111-150).Palgrave

Abu-Zhaya, R., Seidl, A., Tincoff, R. & Cristia, A. (2017). Building a multimodal lexicon: Lessons from infants’ learning of body part words. In Proc. GLU 2017 International Workshop on Grounding Language Understanding, 18-21. doi:DOI: 10.21437/GLU.2017-4

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

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

Willems, M. & Cristia, A. (2017). Hemodynamic methods: fMRI and fNIRS. In A. de Groot & P. Hagoort (Eds.), Research Methods in Psycholinguistics and the Neurobiology of Language.Boston: Wiley

Bergmann, C., Tsuji, S. & Cristia, A. (2017). Top-down versus bottom-up theories of phonological acquisition: A big data approach. . In Proceedings of Interspeech. . doi:DOI: 10.21437/Interspeech.2017-1443

Tsuji, S. & Cristia, A. (2017). Which acoustic and phonological factors shape infants' vowel discrimination? Exploiting natural variation in InPhonDB. . In Proceedings of Interspeech. doi:10.21437/Interspeech.2017-1468

Bergelson, E., Warlaumont, A., Cristia, A., Soderstrom, M. & Vandam, M. (2017). A New Workflow for Semi-automatized Annotations: Tests with Long-Form Naturalistic Recordings of Children’s Language Environments. In Proceedings of Interspeech. doi:DOI: 10.21437/Interspeech.2017-1418

Warlaumont, A., Vandam, M., Bergelson, E. & Cristia, A. (2017). HomeBank: A repository for long-form real-world audio recordings of children. In Proceedings of Interspeech Show & Tell.

Tsuji, S., Bergmann, C. & Cristia, A. (2017). MetaLab: A repository for meta-analyses on language development, and more. . In Proceedings of Interspeech Show & Tell.

Turnbull, R. & Peperkamp, S. (2017). What governs a language's lexicon? Determining the organizing principles of phonological neighbourhood networks. In Complex Networks & Their Applications V. Proceedings of the 5th International Workshop on Complex Networks and their Applications, 83-94. doi:10.1007/978-3-319-50901-3_7

Schlenker, P., Chemla, E. & Zuberbühler, K. (2017). Semantics and Pragmatics of Monkey Communication. In Mark Aronoff (Eds.), Oxford Research Encyclopedia of LinguisticsNew York: Oxford University Press. doi:10.1093/acrefore/9780199384655.013.220

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

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.

García, P., Villalba, J., Bredin, H., Du, J., Castan, D., Cristia, A., Bullock, L., Guo, L., Okabe, K., Nidadavolu, P. , Kataria, S., Chen, S., Galmant, L., Lavechin, M., Sun, L., Gill, M., Ben-Yair, B., Abdoli, S., Wang, X., Bouaziz, W., Titeux, H., Dupoux, E., Lee, K. & Dehak, N. (2019). Speaker detection in the wild: Lessons learned from JSALT 2019. In ODYSSEY 2020.