Publications

Titeux, H., Riad, R., Cao, X., Hamilakis, N., Madden, K., Cristia, A., Bachoud-Levi, A. & Dupoux, E. (2020). Seshat: A tool for managing and verifying annotation campaigns of audio data. In LREC - 2th Language Resources and Evaluation Conference, Marseille, France.

Cristia, A., Bulgarelli, F. & Bergelson, E. (2020). Accuracy of the Language Environment Analysis System Segmentation and Metrics: A Systematic Review. , 1-13. doi:10.1044/2020_JSLHR-19-00017

Andrillon, T. & Kouider, S. (2020). The vigilant sleeper: neural mechanisms of sensory (de)coupling during sleep. Current Opinion in Physiology, 15, 47-59. doi:10.1016/j.cophys.2019.12.002

de Seyssel, M. & Dupoux, E. (2020). Does bilingual input hurt? A simulation of language discrimination and clustering using i-vectors. In CogSci 2020-42nd Annual Virtual Meeting of the Cognitive Science Society.

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

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). 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

Riad, R., Lunven, M., Titeux, H., Cao, X., Hamet Bagnou, J., Lemoine, L., Montillot, J., Sliwinski, A., Youssov, K., Cleret de Langavant, L., Dupoux, E. & Bachoud-Levi, A. (2022). Predicting clinical scores in Huntington's disease: a lightweight speech test. Journal of neurology, 269(9), 5008-5021. doi:10.1007/s00415-022-11148-1

Cychosz, M. & Cristia, A. (2022). Using big data from long-form recordings to study development and optimize societal impact. Advances in child development and behavior, 62, 1-36. doi:10.1016/bs.acdb.2021.12.001

Gallezot, C. , Riad, R., Titeux, H., Lemoine, L., Montillot, J., Sliwinski, A., Hamet Bagnou, J., Cao, X., Youssov, K., Dupoux, E. & Bachoud-Levi, A. (2022). Emotion expression through spoken language in Huntington Disease. Cortex. doi:10.1016/j.cortex.2022.05.024

Feldman, N., Goldwater, S., Dupoux, E. & Schatz, T. (2022). Do Infants Really Learn Phonetic Categories? . Open Mind, 5, 113-131. doi:10.1162/opmi_a_00046

Gautheron, L., Rochat, N. & Cristia, A. (2022). Managing, storing, and sharing long-form recordings and their annotations. Lang Resources & Evaluation. doi:10.1007/s10579-022-09579-3

Loukatou, G., Stoll, S., Blasi, D. & Cristia, A. (2022). Does morphological complexity affect word segmentation? Evidence from computational modeling. Cognition, 220, 104960. doi:10.1016/j.cognition.2021.104960

Scaff, C., Fibla, L. & Cristia, A. (2022). Factors structuring lexical development in toddlers: The effects of parental education, language exposure, and age. . Journal of Child Language, 1-2. doi:10.1017/S0305000922000186

Rita, M., Strub, F. , Pietquin, O. & Dupoux, E. (2022). Population size and agent heterogeneity in simulated language emergence. In Proc. of ICLR .

Cristia, A. (2022). A systematic review suggests marked differences in the prevalence of infant-directed vocalization across groups of populations. Developmental Science. doi:10.1111/desc.13265