Publications

Kharitonov, E., Rivière, M., Synnaeve, G., Wolf, L., Mazaré, P., Douze, M. & Dupoux, E. (2021). Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. In IEEE (Eds.), In 2021 IEEE Spoken Language Technology Workshop (SLT, 215-222.

Riochet, R., Castro, M. , Bernard, M., Lerer, A., Fergus, R., Izard, V. & Dupoux, E. (2021). Intphys 2019: A benchmark for visual intuitive physics understanding. In IEEE Transactions on Pattern Analysis and Machine Intelligence. doi:10.1109/TPAMI.2021.3083839

Riad, R., Karadayi, J., Bachoud-Levi, A. & Dupoux, E. (2021). Learning spectro-temporal representations of complex sounds with parameterized neural networks. The Journal of the Acoustical Society of America, 150, 353. doi:10.1121/10.000548210.1121/10.0005482

Lakhotia, K. , Kharitonov, E., Hsu, W. , Adi, Y. , Polyak, A. , Bolte, B. , Nguyen, T. , Copet, J. , Baevski, A., Mohamed, A. & Dupoux, E. (2021). On Generative Spoken Language Modeling from Raw Audio. Transactions of the Association for Computational Linguistics, 9, 1336-1354. doi:10.1162/tacl_a_00430

Ludusan, B., Morii, M., Minagawa, Y. & Dupoux, E. (2021). The effect of different information sources on prosodic boundary perception. JASA Express Letters , 1(115203 ). doi:10.1121/10.0007150

Cristia, A., Seidl, A. & Gerken, L. (2021). Learning classes of sounds in infancy. , Vol. 17: In University of Pennsylvania Working Papers in Linguistics, 9.

Balsa, A. , López Boo, F. , Bloomfield, J. , Cristia, A., Cid, A. , de la Paz Ferro, M. , Valdés, R. & del Luján González, M. (2021). Effect of Crianza Positiva e-messaging program on adult–child language interactions. Behavioural Public Policy, 1-37. doi:10.1017/bpp.2021.25

Semenzin, C. , Hamrick, L., Seidl, A., Kelleher, B. & Cristia, A. (2021). Towards Large-Scale Data Annotation of Audio from Wearables: Validating Zooniverse Annotations of Infant Vocalization Types. In 2021 IEEE Spoken Language Technology Workshop (SLT), Shenzhen, China: IEEE, 1079-1085. doi:10.1109/SLT48900.2021.9383511

Rivière, M. & Dupoux, E. (2021). Towards unsupervised learning of speech features in the wild. In 2021 IEEE Spoken Language Technology Workshop (SLT), 156-163.

Ludusan, B., Mazuka, R. & Dupoux, E. (2021). Does infant-directed speech help phonetic learning? A machine learning investigation. Cognitive Science, 45(5), e12946. doi:10.1111/cogs.12946

Piot, L. , Havron, N. & Cristia, A. (2021). Socioeconomic status correlates with measures of Language Environment Analysis (LENA) system: A meta-analysis. . Journal of Child Language, 1-15. doi:10.1017/S0305000921000441[Opens in a new window]

Tsuji, S., Cristia, A. & Dupoux, E. (2021). SCALa: A blueprint for computational models of language acquisition in social context. Cognition, 104779. doi:10.1016/j.cognition.2021.104779

Tsuji, S., Fiévet, A. & Cristia, A. (2021). Toddler word learning from contingent screens with and without human presence. Infant Behavior and Development , 63, 101553. doi:10.1016/j.infbeh.2021.101553

Räsänen, O., Seshadri, S., Lavechin, M., Cristia, A. & Casillas , M. (2021). ALICE: An open-source tool for automatic measurement of phoneme, syllable, and word counts from child-centered daylong recordings. Behav Res, 53, 818–835. doi:10.3758/s13428-020-01460-x

Semenzin, C. , Hamrick, L., Seidl, A., Kelleher, B. & Cristia, A. (2021). Theory evaluation in the age of cumulative science. In 2021 IEEE Spoken Language Technology Workshop (SLT), Shenzhen, China, 1079-1085. doi:10.1109/SLT48900.2021.9383511

Semenzin, C. , Hamrick, L., Seidl, A., Kelleher, B. & Cristia, A. (2021). Describing Vocalizations in Young Children: A Big Data Approach Through Citizen Science Annotation. . doi:10.1044/2021_JSLHR-20-00661

Chaabouni, R., Kharitonov, E., Dupoux, E. & Baroni, M. (2021). Communicating artificial neural networks develop efficient color-naming systems. PNAS, 118(12), e2016569118. doi:10.1073/pnas.2016569118

Wang, Y., Seidl, A. & Cristia, A. (2021). Infant speech perception and cognitive skills as predictors of later vocabulary Author links open overlay panel. Infant Behavior and Development, 62, 101524. doi:10.1016/j.infbeh.2020.101524

Dunbar, E., Bernard, M., Hamilakis, N., Nguyen, T. , de Seyssel, M., Rozé, P., Rivière, M., Kharitonov, E. & Dupoux, E. (2021). The Zero Resource Speech Challenge 2021: Spoken language modelling. In Conference of the International Speech Communication Association, Brno, Czech Republic. doi:10.1109/TPAMI.2021.3083839

Er Jiang, B., Dunbar, E., Sonderegger, M., Clayards, M. & Dupoux, E. (2020). Modelling Perceptual Effects of Phonology with ASR Systems. In CogSci 2020-42nd Annual Virtual Meeting of the Cognitive Science Society.

Rivière, M., Mazaré, P., Joulin, A. & Dupoux, E. (2020). Unsupervised pretraining transfers well across languages. In IEEE (Eds.), In ICASSP-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). doi:10.1109/ICASSP40776.2020.9054548

Bernard, M., Thiollière, R., Saksida, A., Loukatou, G., Larsen, E., Johnson, M., Fibla, L., Dupoux, E., Daland, R., Cao, X. & Cristia, A. (2020). WordSeg: Standardizing unsupervised word form segmentation from text. Behavior research methods, 52(1), 264-278. doi:10.3758/s13428-019-01223-3

Cristia, A., Lavechin, M., Scaff, C., Soderstrom, M., Rowland , C., Räsänen, O., Bunce , J. & Bergelson, E. (2020). A thorough evaluation of the Language Environment Analysis (LENA) system. Behavior Research Methods, 53, 467-486. doi:10.3758/s13428-020-01393-5

Cristia, A., Farabolini, G. , Scaff, C., Havron, N. & Stieglitz, J. (2020). Infant-directed input and literacy effects on phonological processing: Non-word repetition scores among the Tsimane. PLoS ONE . doi:10.1371/journal.pone.0237702

Havron, N. & Arnon, I. (2020). Starting Big: The Effect of Unit Size on Language Learning in Children and Adults. Journal of Child Language. doi:10.31234/osf.io/pj7tg

Havron, N., Bergmann, C. & Tsuji, S. (2020). Preregistration in infant research—A primer. Infancy. doi:10.1111/infa.12353

The ManyBabies Consortium, .., Havron, N., Cristia, A. & Carbajal, J. (2020). Quantifying sources of variability in infancy research using the infant-directed speech preference. Advances in Methods and Practices in Psychological Science, .

Cristia, A. (2020). Language input and outcome variation as a test of theory plausibility: The case of early phonological acquisition. Developmental Review. doi:10.31219/osf.io/8pnhr

Chaabouni, R., Kharitonov, E., Bouchacourt, F., Dupoux, E. & Baroni, M. (2020). Compositionality and Generalization in Emergent Languages. In Proceedings of ACL 2020 (58th Annual Meeting of the Association for Computational Linguistics), East Stroudsburg PA: ACL.

Kahn, J., Rivière, M., Zheng, W., Kharitonov, E., Xu, Q., Mazaré, P., Karadayi, J., Lipchinsky , V., Collobert, R., Fuegen, C., Likhomanenko, T., Synnaeve, G., Joulin, A., Mohamed, A. & Dupoux, E. (2020). Libri-Light: A Benchmark for ASR with Limited or No Supervision. In Acoustics Speech and Signal Processing (ICASSP) ICASSP 2020 - 2020 IEEE International Conference, 2020 IEEE International Conference , 7414-7418. doi:10.1109/ICASSP40776.2020.9052942