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Here is the updated scientific production of the GETALP research team (Study Group for Machine Translation and Automated Processing of Languages and Speech), part of the research area "Data and Knowledge Processing at Large Scale" within the LIG, Grenoble Informatics Laboratory.

The goal of the GETALP is to contribute significantly to the emergence of ubilingual computing, in the context of the development of ubiquitous computiing. This goal requires to carry out researches, often pluridisciplinary, in computer sciences, in linguistics and psycholinguistics, in semantics (link with ontologies), in pragmatics (for the dialogue), and in signal and speech processing.

The GETALP team is organized around six main research topics:

  1. Machine Translation (MT) and Computer-Aided Translation (CAT)
  2. Natural Language Processing (NLP) and associated platforms
  3. Linguistic Data Resources Collection and Construction
  4. Information Systems Localization
  5. Automatic Recognition of Speech, Speakers, Sounds and Dialect
  6. Sounds analysis and Interaction within Perceptive Environments


The activities linked to these research topics share five challenges:


Keywords:


LIG website

Keywords

Statistical machine translation Lexique Reconnaissance automatique de la parole Apprentissage automatique Activity Recognition Natural language processing African languages BERT LSTM Automatic speech recognition Ambient Assisted Living AAL Traduction automatique Quality estimation Arabic Dialect Smart home Ambient Intelligence Détection-de-sons Habitat intelligent TAL NLP Modèle acoustique Natural Language Processing Smart Home Corpus Apprentissage profond Spoken language understanding Unwritten languages Rhythm Reconnaissance Speaker recognition Collaborative annotation Machine translation Speech DiLAF LMF Jibiki MotÀMot Categst2i Augmentative and Alternative Communication Wolof Évaluation Ambient intelligence Speech recognition French Challenge Data collection Comparable corpora Reconnaissance de sons Natural language understanding Français Analyse morphologique Elderly Under-resourced languages Active learning Markov Logic Network Affective computing Assessment XML Désambiguïsation lexicale Affective Computing Extraction de contenu Automatic Speech Recognition Machine learning Language model Traduction Automatique Bambara Assistance à la vie autonome Base lexicale Language documentation Langues peu dotées Emotion recognition L2 English Traduction automatique neuronale Natural language generation Word Embedding Computational language documentation Classification Machine Learning Human-computer interaction Ambient Assisted Living Neural machine translation Word Sense Disambiguation Active reading Machine Translation Voice-user interface Spontaneous speech Lexical database Dictionary Pictogrammes Locuteur Comprehensibility Information Retrieval Deep learning Expressive speech Apprentissage machine Communication Alternative et Augmentée ASR Arabizi Lexical stress Forensic voice comparison

 

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