index - GETALP

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

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

 

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