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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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Cross-lingual and cross-domain evaluation of Machine Reading Comprehension with Squad and CALOR-Quest corpora
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In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; LREC 2020 ; https://hal.archives-ouvertes.fr/hal-02973245 ; LREC 2020, May 2020, MARSEILLE, France. pp.5491-5497 ; https://lrec2020.lrec-conf.org/en/ (2020)
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Abstract:
International audience ; Machine Reading received recently a lot of attention thanks to both the availability of very large corpora such as SQuAD or MS MARCO containing triplets (document, question, answer), and the introduction of Transformer Language Models such as BERT which obtains excellent results, even matching human performance according to the SQuAD leaderboard. One of the key features of Transformer Models is their ability to be jointly trained across multiple languages, using a shared subword vocabulary, leading to the construction of cross-lingual lexical representations. This feature has been used recently to perform zero-shot cross-lingual experiments where a multilingual BERT model fine-tuned on a machine reading comprehension task exclusively for English was directly applied to Chinese and French documents with interesting performance. In this paper we study the cross-language and cross-domain capabilities of BERT on a Machine Reading Comprehension task on two corpora: SQuAD and a new French Machine Reading dataset, called CALOR-QUEST. The semantic annotation available on CALOR-QUEST allows us to give a detailed analysis on the kind of questions that are properly handled through the cross-language process.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; cross-lingual; FrameNet; Machine Reading Comprehension
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URL: https://hal.archives-ouvertes.fr/hal-02973245 https://hal.archives-ouvertes.fr/hal-02973245/document https://hal.archives-ouvertes.fr/hal-02973245/file/2020.lrec-1.674.pdf
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43 |
Voks: Digital instruments for chironomic control of voice samples
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-03009712 ; Speech Communication, Elsevier : North-Holland, 2020, 125, pp.97 - 113. ⟨10.1016/j.specom.2020.10.002⟩ (2020)
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Automatic Period Segmentation of Oral French ; Segmentation automatique du français parlé en périodes macrosyntaxiques
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In: 12th International Conference on Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-02770725 ; 12th International Conference on Language Resources and Evaluation, May 2020, Marseille, France (2020)
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Annotation syntaxique automatique de la partie orale du CEFC ; Annotation syntaxique automatique de la partie orale du CÉFC
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In: ISSN: 0458-726X ; EISSN: 1958-9549 ; Langages ; https://hal.archives-ouvertes.fr/hal-02973242 ; Langages, Armand Colin (Larousse jusqu'en 2003), 2020 (2020)
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Segmentation automatique en périodes pour le français parlé
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In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-02784773 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles, 2020, Nancy, France. pp.241-248 (2020)
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Some consideration on expressive audiovisual speech corpus acquisition using a multimodal platform
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-02907046 ; Language Resources and Evaluation, Springer Verlag, 2020, ⟨10.1007/s10579-020-09500-w⟩ ; https://link.springer.com/article/10.1007%2Fs10579-020-09500-w (2020)
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48 |
DNN-Based Parametric Speech Synthesis Enhanced With Articulatory Information
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In: ISSP 2020 - 12th International Seminar on Speech Production ; https://hal.inria.fr/hal-03090869 ; ISSP 2020 - 12th International Seminar on Speech Production, Dec 2020, Providence / Virtual, United States ; https://issp2020.yale.edu/ (2020)
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Tracking the tongue contours in rt-MRI films with an autoencoder DNN approach
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In: ISSP 2020 - 12th International Seminar on Speech Production ; https://hal.inria.fr/hal-03090859 ; ISSP 2020 - 12th International Seminar on Speech Production, Dec 2020, Providence / Virtual, United States ; https://issp2020.yale.edu/ (2020)
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Vocal tract sagittal slices estimation from MRI midsagittal slices during speech production of CV
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In: ISSP 2020 - 12th International Seminar on Speech Production ; https://hal.inria.fr/hal-03090865 ; ISSP 2020 - 12th International Seminar on Speech Production, Dec 2020, Providence / Virtual, United States ; https://issp2020.yale.edu/program.html (2020)
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Synthesize MRI vocal tract data during CV production
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In: ISSP 2020 - 12th International Seminar on Speech Production ; https://hal.inria.fr/hal-03090873 ; ISSP 2020 - 12th International Seminar on Speech Production, Dec 2020, Providence / Virtual, United States ; https://issp2020.yale.edu/ (2020)
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Parametric synthesis of Arabic speech ; Synthèse paramétrique de la parole Arabe
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In: https://hal.univ-lorraine.fr/tel-03050597 ; Traitement du signal et de l'image [eess.SP]. Université de Lorraine; Université de Tunis El Manar (Tunisie), 2020. Français. ⟨NNT : 2020LORR0116⟩ (2020)
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Parkinson's desease detection by multimodal analysis combining handwriting and speech signals ; Détection de la maladie de Parkinson par analyse multimodale combinant signaux d’écriture et de parole
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In: https://tel.archives-ouvertes.fr/tel-03594895 ; Signal and Image Processing. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT039⟩ (2020)
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Introducing the VoicePrivacy initiative
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In: INTERSPEECH 2020 ; https://hal.inria.fr/hal-02562199 ; INTERSPEECH 2020, Oct 2020, Shanghai, China (2020)
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Writer Identification and Script Classification. Two Tasks for a Common Understanding of Cultural Heritage
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In: ISSN: 1867-9617 ; Manuscript cultures ; https://hal.archives-ouvertes.fr/hal-03320104 ; Manuscript cultures, SFB 950 ‘Manuskriptkulturen in Asien, Afrika und Europa’, 2020, pp.11-24 ; https://www.csmc.uni-hamburg.de/publications/mc/files/articles/mc15-02-stutzmann.pdf (2020)
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A comparative study of speech anonymization metrics
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In: INTERSPEECH 2020 ; https://hal.inria.fr/hal-02907918 ; INTERSPEECH 2020, Oct 2020, Shanghai, China (2020)
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Annotating Multimodal data of Singing and Speaking
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In: The Routledge Companion to Interdisciplinary Studies in Singing ; https://hal.archives-ouvertes.fr/hal-02869809 ; Frank A. Russo; Beatriz Ilari; Annabel J. Cohen. The Routledge Companion to Interdisciplinary Studies in Singing, I, Routledge, 2020, Development, 9781315163734 ; https://www.taylorfrancis.com/books/e/9781315163734/chapters/10.4324/9781315163734-11 (2020)
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CHiME-6 Challenge: Tackling multispeaker speech recognition for unsegmented recordings
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In: CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments ; https://hal.inria.fr/hal-02546993 ; CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments, May 2020, Barcelona / Virtual, Spain (2020)
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Duration modelling and evaluation for Arabic statistical parametric speech synthesis
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In: ISSN: 1380-7501 ; EISSN: 1573-7721 ; Multimedia Tools and Applications ; https://hal.inria.fr/hal-03007287 ; Multimedia Tools and Applications, Springer Verlag, 2020, ⟨10.1007/s11042-020-09901-7⟩ (2020)
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A Data-Efficient End-to-End Spoken Language Understanding Architecture
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In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP) ; https://hal.archives-ouvertes.fr/hal-03094850 ; International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcellone, Spain (2020)
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