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Body representation plasticity is altered in Developmental Coordination Disorder
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In: https://hal.archives-ouvertes.fr/hal-03373678 ; 2021 (2021)
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Variability in the analysis of a single neuroimaging dataset by many teams
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In: ISSN: 0028-0836 ; EISSN: 1476-4679 ; Nature ; https://www.hal.inserm.fr/inserm-02914443 ; Nature, Nature Publishing Group, 2020, 582 (7810), pp.84-88. ⟨10.1038/s41586-020-2314-9⟩ (2020)
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Effects of Orthographic Forms on Second Language Speech Production and Phonological Awareness, With Consideration of Speaker‐Level Predictors
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In: ISSN: 0023-8333 ; EISSN: 1467-9922 ; Language Learning ; https://hal.archives-ouvertes.fr/hal-03046722 ; Language Learning, Wiley, 2020, 70 (4), pp.1218-1256. ⟨10.1111/lang.12423⟩ (2020)
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| 4 |
Substituto - A Synchronous Educational Language Game for Simultaneous Teaching and Crowdsourcing
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In: 9th Workshop on Natural Language Processing for Computer Assisted Language Learning (NLP4CALL 2020) ; https://hal.inria.fr/hal-03114898 ; 9th Workshop on Natural Language Processing for Computer Assisted Language Learning (NLP4CALL 2020), Nov 2020, Gothenburg, Sweden. pp.1-9, ⟨10.3384/ecp201759⟩ ; https://www.aclweb.org/anthology/volumes/2020.nlp4call-1/ (2020)
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| 5 |
Conceptual and Perceptual Dimensions of Word Meaning Are Recovered Rapidly and in Parallel during Reading
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In: ISSN: 0898-929X ; EISSN: 1530-8898 ; Journal of Cognitive Neuroscience ; https://hal.sorbonne-universite.fr/hal-01978688 ; Journal of Cognitive Neuroscience, Massachusetts Institute of Technology Press (MIT Press), 2019, 31 (1), pp.95-108. ⟨10.1162/jocn_a_01328⟩ (2019)
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| 6 |
Distribution and characteristics of symbolic universes of European societies
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In: Symbolic Universes in Time of (Post)Crisis ; https://hal.archives-ouvertes.fr/hal-02536254 ; Symbolic Universes in Time of (Post)Crisis, Springer, pp.135-170, 2019, Symbolic Universes in Time of (Post)Crisis, 978-3-030-19497-0. ⟨10.1007/978-3-030-19497-0_4⟩ (2019)
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| 7 |
Symbolic universes and (post)crisis scenarios
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In: Symbolic Universes in Time of (Post)Crisis. ; https://hal.archives-ouvertes.fr/hal-02536255 ; Symbolic Universes in Time of (Post)Crisis., 1, Springer, pp.257-270, 2019, Symbolic Universes in Time of (Post)Crisis., 978-3-030-19497-0. ⟨10.1007/978-3-030-19497-0_9⟩ (2019)
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| 8 |
The Cultural Milieu and the Symbolic Universes of European societies.
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In: Symbolic Universes in Time of (Post)Crisis ; https://hal.archives-ouvertes.fr/hal-02536252 ; Symbolic Universes in Time of (Post)Crisis, 1, Springer, pp.53-133, 2019, 978-3-030-19497-0. ⟨10.1007/978-3-030-19497-0_3⟩ (2019)
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| 9 |
Orthography-Induced Length Contrasts in the Second Language Phonological Systems of L2 Speakers of English: Evidence from Minimal Pairs
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In: ISSN: 0023-8309 ; Language and Speech ; https://hal.archives-ouvertes.fr/hal-03046755 ; Language and Speech, SAGE Publications (UK and US), 2018, 61 (4), pp.577-597. ⟨10.1177/0023830918780141⟩ (2018)
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| 10 |
Effects of L1 orthography and L1 phonology on L2 English pronunciation
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In: ISSN: 1386-1204 ; EISSN: 1875-368X ; Revue Française de Linguistique Appliquée ; https://hal.archives-ouvertes.fr/hal-03046743 ; Revue Française de Linguistique Appliquée, Paris : Publications linguistiques, 2018, XXIII (1), pp.45. ⟨10.3917/rfla.231.0045⟩ (2018)
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| 11 |
Extending the Cascaded Gaussian Mixture Regression Framework for Cross-Speaker Acoustic-Articulatory Mapping
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In: ISSN: 2329-9290 ; EISSN: 2329-9304 ; IEEE/ACM Transactions on Audio, Speech and Language Processing ; https://hal.archives-ouvertes.fr/hal-01485540 ; IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2017, 25 (3), pp.662-673. ⟨10.1109/TASLP.2017.2651398⟩ (2017)
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Abstract:
International audience ; This article addresses the adaptation of an acoustic-articulatory inversion model of a reference speaker to the voice of another source speaker, using a limited amount of audio-only data. In this study, the articulatory-acoustic relationship of the reference speaker is modeled by a Gaussian mixture model and inference of articulatory data from acoustic data is made by the associated Gaussian mixture regression (GMR). To address speaker adaptation, we previously proposed a general framework called Cascaded-GMR (C-GMR) which decomposes the adaptation process into two consecutive steps: spectral conversion between source and reference speaker and acoustic-articulatory inversion of converted spectral trajectories. In particular, we proposed the Integrated C-GMR technique (IC-GMR) in which both steps are tied together in the same probabilistic model. In this article, we extend the C-GMR framework with another model called Joint-GMR (J-GMR). Contrary to the IC-GMR, this model aims at exploiting all potential acoustic-articulatory relationships, including those between the source speaker's acoustics and the reference speaker's articulation. We present the full derivation of the exact Expectation-Maximization (EM) training algorithm for the J-GMR. It exploits the missing data methodology of machine learning to deal with limited adaptation data. We provide an extensive evaluation of the J-GMR on both synthetic acoustic-articulatory data and on the multi-speaker MOCHA EMA database. We compare the J-GMR performance to other models of the C-GMR framework, notably the IC-GMR, and discuss their respective merits.
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Keyword:
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; Acoustic-articulatory inversion; EM; Gaussian mixture regression; GMM; Missing data; Speaker adaptation
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URL: https://hal.archives-ouvertes.fr/hal-01485540
https://doi.org/10.1109/TASLP.2017.2651398
https://hal.archives-ouvertes.fr/hal-01485540/file/girin_etal_jgmr_taslp_2017_preprint.pdf
https://hal.archives-ouvertes.fr/hal-01485540/document
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| 12 |
The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations
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In: 15th Conference of the European Chapter of the Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01630960 ; 15th Conference of the European Chapter of the Association for Computational Linguistics, Apr 2017, Valencia, Spain. pp.242 - 247 (2017)
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| 13 |
Automatic animation of an articulatory tongue model from ultrasound images of the vocal tract
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-01578315 ; Speech Communication, Elsevier : North-Holland, 2017, 93, pp.63 - 75. ⟨10.1016/j.specom.2017.08.002⟩ (2017)
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| 14 |
Contributions of local speech encoding and functional connectivity to audio-visual speech perception
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In: ISSN: 2050-084X ; EISSN: 2050-084X ; eLife ; https://hal.archives-ouvertes.fr/hal-02440721 ; eLife, eLife Sciences Publication, 2017, 6, https://elifesciences.org/articles/24763. ⟨10.7554/eLife.24763⟩ (2017)
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| 15 |
“Views of Context”. An instrument for the analysis of the cultural milieu. A first validation study.
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In: ISSN: 2037-3627 ; EISSN: 2070-5948 ; Electronic Journal of Applied Statistical Analysis ; https://hal.archives-ouvertes.fr/hal-01792160 ; Electronic Journal of Applied Statistical Analysis, ESE - Salento University Publishing, 2017, 10 (2), pp.599-628. ⟨10.1285/i20705948v10n2p599⟩ (2017)
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| 16 |
The Tangwang Language- An Interdisciplinary Case Study in Northwest China.
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In: https://halshs.archives-ouvertes.fr/halshs-01778762 ; 2017 (2017)
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| 17 |
Multilinguals' language control ; Sprachkontrolle bei Mehrsprachigen
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| 18 |
Word meaning in the ventral visual path: a perceptual to conceptual gradient of semantic coding
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In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.sorbonne-universite.fr/hal-01372551 ; NeuroImage, Elsevier, 2016, ⟨10.1016/j.neuroimage.2016.08.068⟩ (2016)
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| 19 |
Result diversification in social image retrieval: a benchmarking framework
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In: ISSN: 1380-7501 ; EISSN: 1573-7721 ; Multimedia Tools and Applications ; https://hal.archives-ouvertes.fr/hal-01845528 ; Multimedia Tools and Applications, Springer Verlag, 2016, 75 (2), pp.1301-1331. ⟨10.1007/s11042-014-2369-4⟩ (2016)
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| 20 |
Trần Đức Thảo: A Marxist Theory on Origins of Human Language?
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In: International Workshop “Theory of language and the Debate on Language Origins” ; https://hal.archives-ouvertes.fr/hal-01496876 ; International Workshop “Theory of language and the Debate on Language Origins”, University of Trento (Department of Humanities) in cooperation with the University Ludwig Maximilian of Munich (Institut für Deutsche Philologie), Nov 2015, Trento, Italy (2015)
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