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Terminologies augmented recurrent neural network model for clinical named entity recognition
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In: ISSN: 1532-0464 ; EISSN: 1532-0480 ; Journal of Biomedical Informatics ; https://hal.archives-ouvertes.fr/hal-02428771 ; Journal of Biomedical Informatics, Elsevier, 2020, 102, pp.103356. ⟨10.1016/j.jbi.2019.103356⟩ (2020)
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| 2 |
Narrow-band Deep Filtering for Multichannel Speech Enhancement
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In: https://hal.inria.fr/hal-02378413 ; 2020 (2020)
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Application-Oriented Approach for Detecting Cyberaggression in Social Media
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In: International Conference on Applied Human Factors and Ergonomics ; https://hal.archives-ouvertes.fr/hal-02903422 ; International Conference on Applied Human Factors and Ergonomics, Jul 2020, San Diego, United States. pp.129-136, ⟨10.1007/978-3-030-51328-3_19⟩ ; https://link.springer.com/chapter/10.1007%2F978-3-030-51328-3_19 (2020)
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| 4 |
Face Frontalization Based on Robustly Fitting a Deformable Shape Model to 3D Landmarks
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In: https://hal.archives-ouvertes.fr/hal-02980346 ; 2020 (2020)
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| 5 |
Building An Automated Gesture Imitation Game For Teenagers with ASD
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In: ISSN: 0973-7006 ; Far East Journal of Electronics and Communications ; https://hal-imt-atlantique.archives-ouvertes.fr/hal-02894314 ; Far East Journal of Electronics and Communications, 2020, 23 (1), pp.1 - 10. ⟨10.17654/EC023010001⟩ (2020)
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| 6 |
Sequence-to-Sequence Predictive models: from Prosody to Communicative Gestures
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In: Workshop sur les Affects, Compagnons artificiels et Interactions ; https://hal.inria.fr/hal-02933487 ; Workshop sur les Affects, Compagnons artificiels et Interactions, CNRS, Université Toulouse Jean Jaurès, Université de Bordeaux, Jun 2020, Saint Pierre d'Oléron, France (2020)
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| 7 |
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
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In: NeurIPS 2020 - 34th Conference on Neural Information Processing Systems ; https://hal.archives-ouvertes.fr/hal-03083158 ; NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada (2020)
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| 8 |
Att-HACK: An Expressive Speech Database with Social Attitudes
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In: Speech Prosody ; https://hal.archives-ouvertes.fr/hal-02508362 ; Speech Prosody, May 2020, Tokyo, Japan (2020)
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| 9 |
SLOGD: Speaker Location Guided Deflation Approach to Speech Separation
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In: ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing ; https://hal.inria.fr/hal-02355613 ; ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain (2020)
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| 10 |
The trainer, the verifier, the imitator: Three ways in which human platform workers support artificial intelligence
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In: ISSN: 2053-9517 ; Big Data & Society ; https://hal.archives-ouvertes.fr/hal-02554196 ; Big Data & Society, SAGE, 2020, 7 (1), pp.205395172091977. ⟨10.1177/2053951720919776⟩ (2020)
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| 11 |
Unsupervised Structural Graph Node Representation Learning
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In: Boise State University Theses and Dissertations (2020)
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| 12 |
Improving Spellchecking for Children: Correction and Design
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In: Boise State University Theses and Dissertations (2020)
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| 13 |
From Linguistic Research Projects to Language Technology Platforms: A Case Study in Learner Data
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In: LREC2020 ; https://hal.archives-ouvertes.fr/hal-02634745 ; LREC2020, European Language Resources Association (ELRA), May 2020, Marseille, France. pp.112-120 ; http://www.lrec-conf.org/proceedings/lrec2020/workshops/IWLTP2020/index.html (2020)
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| 14 |
Machine learning for learner English ; Machine learning for learner English: A plea for creating learner data challenges
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In: International Journal of Rearner Corpus Research ; https://hal.univ-rennes2.fr/hal-02496670 ; International Journal of Rearner Corpus Research, John Benjamins Publishing Company, 2020, 6 (1), pp.72-103 ; https://benjamins.com/catalog/ijlcr.18012.bal (2020)
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| 15 |
Patch-based Identification of Lexical Semantic Relations
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In: 42nd European Conference on Information Retrieval (ECIR) ; https://hal.archives-ouvertes.fr/hal-02400661 ; 42nd European Conference on Information Retrieval (ECIR), 2020, Lisbon, Portugal (2020)
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| 16 |
An open-source voice type classifier for child-centered daylong recordings
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In: Interspeech 2020 - Conference of the International Speech Communication Association ; https://hal.archives-ouvertes.fr/hal-02989487 ; Interspeech 2020 - Conference of the International Speech Communication Association, Oct 2020, Shanghai / Virtual, China (2020)
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Abstract:
International audience ; Spontaneous conversations in real-world settings such as those found in child-centered recordings have been shown to be amongst the most challenging audio files to process. Nevertheless, building speech processing models handling such a wide variety of conditions would be particularly useful for language acquisition studies in which researchers are interested in the quantity and quality of the speech that children hear and produce, as well as for early diagnosis and measuring effects of remediation. In this paper, we present our approach to designing an open-source neural network to classify audio segments into vocalizations produced by the child wearing the recording device, vocalizations produced by other children, adult male speech, and adult female speech. To this end, we gathered diverse child-centered corpora which sums up to a total of 260 hours of recordings and covers 10 languages. Our model can be used as input for downstream tasks such as estimating the number of words produced by adult speakers, or the number of linguistic units produced by children. Our architecture combines SincNet filters with a stack of recurrent layers and outperforms by a large margin the state-of-the-art system, the Language ENvironment Analysis (LENA) that has been used in numerous child language studies.
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Keyword:
[INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; Child-Centered Recordings; LENA; Long Short-Term Memory; SincNet; Speech Processing; Voice Type Classification
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URL: https://hal.archives-ouvertes.fr/hal-02989487
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| 17 |
Designing an IIR Research Apparatus with Users with Severe Intellectual Disability
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In: ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) ; https://hal-amu.archives-ouvertes.fr/hal-02470797 ; ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR), Mar 2020, Vancouver, Canada. pp.412-416, ⟨10.1145/3343413.3378008⟩ (2020)
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| 18 |
Modelling source- and target-language syntactic Information as conditional context in interactive neural machine translation
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In: Gupta, Kamal Kumar, Haque, Rejwanul orcid:0000-0003-1680-0099 , Ekbal, Asif, Bhattacharyya, Pushpak and Way, Andy orcid:0000-0001-5736-5930 (2020) Modelling source- and target-language syntactic Information as conditional context in interactive neural machine translation. In: Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2-6 Nov 2020, Lisboa, Portugal. (2020)
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| 19 |
Annotating verbal MWEs in Irish for the PARSEME Shared Task 1.2
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In: Walsh, Abigail, Lynn, Teresa and Foster, Jennifer orcid:0000-0002-7789-4853 (2020) Annotating verbal MWEs in Irish for the PARSEME Shared Task 1.2. In: Joint Workshop on Multiword Expressions and Electronic Lexicons, 13 Dec 2020, Barcelona, Spain (Online). (2020)
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| 20 |
MTrill project: machine translation impact on language learning
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In: Resende, Natália orcid:0000-0002-5248-2457 and Way, Andy orcid:0000-0001-5736-5930 (2020) MTrill project: machine translation impact on language learning. In: European Association for Machine Translation (EAMT) 2020, 3-5 Nov 2020, Lisbon, Portugal (Online). ISBN 978-989-33-0589-8 (2020)
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