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

Information Retrieval Word Embedding Wiktionary Active learning Reconnaissance de la parole Traduction automatique Automatic Speech Recognition Désambiguïsation lexicale Affective computing Lexical database Voice-user interface Natural language generation LSTM Unwritten languages Transformer Ambient Assisted Living L2 English Reconnaissance de sons MotÀMot Expressive speech Extraction de contenu Reconnaissance Reconnaissance automatique de la parole Traitement automatique de la parole Smart home Markov Logic Network Active reading DiLAF Communication Alternative et Augmentée BERT Augmentative and Alternative Communication Activity Recognition Pictogrammes Elderly Apprentissage profond Classification Traduction Habitat intelligent Jibiki Locuteur Emotion recognition Speech translation Corpus Lexical stress Computational language documentation Natural Language Processing Apprentissage automatique Word Sense Disambiguation Langues peu dotées XML Affective Computing Deep learning Statistical machine translation Machine translation Traduction Automatique Speech recognition Forensic voice comparison Speaker recognition Wolof Ambient intelligence Automatic speech recognition Lexique Bambara African languages LMF Machine learning Natural language processing Traitement automatique des langues Evaluation Self-supervised learning Parole Speech Neural machine translation Under-resourced languages Rhythm TAL Comprehensibility Data collection Human-computer interaction Ambient Intelligence Machine Translation NLP Évaluation Spontaneous speech ASR Natural language understanding Assessment Human-robot interaction Spoken language understanding Quality estimation Language documentation Dataset Language model Détection-de-sons French Smart Home Dictionary Français Multilingue Machine Learning

 

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