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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

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

 

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