Publications

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

Riochet, R., Ynocente Castro, M., Bernard, M., Lerer, A., Fergus, R., Izard, V. & Dupoux, E. (2022). IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding. , Vol. 44: In IEEE Transactions on Pattern Analysis and Machine Intelligence, 5016-5025. 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

Riad, R., Titeux, H., Lemoine, L., Montillot, J., Sliwinski, A., Hamet Bagnou, J., Cao, X., Bachoud-Levi, A. & Dupoux, E. (2022). A comparison study on patient-psychologist voice diarization. In Ninth Workshop on Speech and Language Processing for Assistive Technologies (SLPAT-2022), Dublin, Ireland: Association for Computational Linguistics, 30-36. doi:10.18653/v1/2022.slpat-1.4

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

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. J Neurol, . doi:10.1007/s00415-022-11148-1

Ludusan, B., Cristia, A., Mazuka, R. & Dupoux, E. (2022). How much does prosody help word segmentation? A simulation study on infant-directed speech. Cognition, 219(104961). doi:10.1016/j.cognition.2021.104961

de Seyssel, M., Wisniewski, G., Dupoux, E. & Ludusan, B. (2022). Investigating the usefulness of i-vectors for automatic language characterization. In Speech Prosody 2022, Lisbon, Portugal. doi:10.21437/SpeechProsody.2022-94

Léon, M. , Meera, S. , Fiévet, A. & Cristia, A. (2023). Long-form recordings in low- and middle-income countries: recommendations to achieve respectful research. Research Ethics. doi:10.1177/17470161231199382

Nguyen, T. , Kharitonov, E., Copet, J. , Adi, Y. , Hsu, W. , Elkahky, A. , Tomasello, P. , Algayres, R., Sagot, B., Mohamed, A. & Dupoux, E. (2023). Generative Spoken Dialogue Language Modeling. Transactions of the Association for Computational Linguistics, 11, 250–266. doi:10.1162/tacl_a_00545

Poli, M. , Dupoux, E. & Riad, R. (2023). Introducing Topography in Convolutional Neural Networks. In CASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 1-5. doi:10.1109/ICASSP49357.2023.10096671

Bernard, M., Poli, M. , Karadayi, J. & Dupoux, E. (2023). Shennong: A Python toolbox for audio speech features extraction. Behavior research methods, . doi:10.3758/s13428-022-02029-6