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Academic Journal

A Context-Aware, Computer-Vision-Based Approach for the Detection of Taxi Street-Hailing Scenes from Video Streams

Authors : Mastouri, Mahmoud; Bouyahia, Zied; Haddad, Hedi ...

Subjects: human-autonomous taxis interaction explicit and implicit street-hailing recognition deep learning Robotaxis; human-autonomous taxis interaction; explicit and implicit street-hailing recognition

Source: ISSN: 1424-8220 ; Sensors ; https://hal.science/hal-04538725 ; Sensors, 2023, 23 (10), pp.4796. ⟨10.3390/s23104796⟩.

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Exploring Machine Learning perspectives for electroglottographic signals ; Exploration des perspectives d'apprentissage automatique pour les signaux électroglottographiques

Authors : Nguyễn, Minh-Châu;

Subjects: Language documentation and archiving; Unwritten language; Natural language processig

Source: https://hal.science/hal-04081199 ; LIG (Laboratoire informatique de Grenoble). 2023.

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Exploring Machine Learning perspectives for electroglottographic signals ; Exploration des perspectives d'apprentissage automatique pour les signaux électroglottographiques

Authors : Nguyễn, Minh-Châu;

Subjects: Language documentation and archiving; Unwritten language; Natural language processig

Source: https://hal.science/hal-04081199 ; LIG (Laboratoire informatique de Grenoble). 2023.

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Conference

Testing pre-trained models on un(der-)described languages: Automatic Speech Recognition experiments on the Japhug language ; Les modèles pré-entraînés à l'épreuve des langues rares : expériences de reconnaissance de mots sur la langue japhug (sino-tibétain)

Authors : Guillaume, Séverine; Wisniewski, Guillaume; Macaire, Cécile ...

Subjects: Computational Language Documentation; Automatic Speech Recognition; Open ScienceNoirmoutier; France

Source: Proceedings of JEP 2022 ; JEP 2022 - 34e Journées d’Études sur la Parole ; https://shs.hal.science/halshs-03625580 ; JEP 2022 - 34e Journées d’Études sur la Parole, Jun 2022, Noirmoutier,

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Conference

Modern French Poetry Generation with RoBERTa and GPT-2

Authors : Hämäläinen, Mika; Alnajjar, Khalid; Poibeau, Thierry ...

Subjects: Poetry generation; Language Model; Deep LearningBolzano; Italy

Source: 13th International Conference on Computational Creativity13th International Conference on Computational Creativity (ICCC) 2022https://cnrs.hal.science/hal-0374634913th International

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Conference

A first step towards automatic word recognition for low-resource languages ; Spécialisation de modèles neuronaux pour la transcription phonémique : premiers pas vers la reconnaissance de mots pour les langues rares

Authors : Macaire, Cécile; Wisniewski, Guillaume; Guillaume, Séverine ...

Subjects: Computational Language Documentation; Automatic Speech Recognition; Open ScienceGrenoble; France

Source: GDR Lift 2021 ; Journées scientifiques du Groupement de recherche "Linguistique informatique, formelle et de terrain" (GDR LIFT) ; https://shs.hal.science/halshs-03475443 ; Journées scientifiques du

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Conference

An automatic classification task involving 44 speakers was performed using convolutional neural networks (CNN) on broadband spectrograms extracted from 2-second sequences of a spontaneous speech corpus (NCCFr) ; Informations segmentales pour la caractérisation phonétique du locuteur : variabilité inter- et intra-locuteurs

Authors : Gendrot, Cédric; Ferragne, Emmanuel; Pellegrini, Thomas ...

Subjects: segmental; speaker characterization; deep learningNancy; France

Source: Actes JPE-TALN-RECITAL 2020 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des

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Conference

Towards phonetic interpretability in deep learning applied to voice comparison

Authors : Ferragne, Emmanuel; Gendrot, Cédric; Pellegrini, Thomas ...

Subjects: Forensic; Phonetics; Artificial intelligenceMelbourne; Australia

Source: ICPhS ; https://shs.hal.science/halshs-02412948 ; ICPhS, Aug 2019, Melbourne, Australia. pp.ISBN 978-0-646-80069-1

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Conference

Deep learning and voice comparison: phonetically-motivated vs. automatically-learned features

Authors : Gendrot, Cédric; Ferragne, Emmanuel; Pellegrini, Thomas ...

Subjects: deep learning; voice comparison; foren- sic phoneticsMelbourne; Australia

Source: ICPhS ; https://shs.hal.science/halshs-02412947 ; ICPhS, Aug 2019, Melbourne, Australia

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Recognizing lexical units in low-resource language contexts with supervised and unsupervised neural networks

Authors : Macaire, Cécile;

Subjects: Machine learning; deep learning; Neural networks

Source: https://hal.science/hal-03429051 ; [Research Report] LACITO (UMR 7107). 2021.

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