Publications

Chaabouni, R., Kharitonov, E., Dupoux, E. & Baroni, M. (2019). Anti-efficient encoding in emergent communication. In NeuRIPS.

Chaabouni, R., Kharitonov, E., Lazaric, A., Dupoux, E. & Baroni, M. (2019). Word-order biases in deep-agent emergent communication. In ACL 2019.

Dunbar, E., Algayres, R., Karadayi, J., Bernard, M., Benjumea, J., Cao, X., Miskic, L., Dugrain, C., Ondel, L., Black, A., Besacier, L., Sakti, S. & Dupoux, E. (2019). The Zero Resource Speech Challenge 2019: TTS without T. In INTERSPEECH-2019.

Fourtassi, A. & Dupoux, E. (2019). Phoneme learning is influenced by the taxonomic organization of the semantic referents. In Cognitive Science Society (Eds.), In Proceedings of the Cognitive Science Conference, 323-324.

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.

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

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.

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.

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