François Portet
Orcid: 0000-0003-2542-0661Affiliations:
- Laboratoire d'Informatique de Grenoble, France
According to our database1,
François Portet
authored at least 125 papers
between 2005 and 2023.
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Bibliography
2023
Transformer-based models to deal with heterogeneous environments in Human Activity Recognition.
Pers. Ubiquitous Comput., December, 2023
La commande vocale en habitat intelligent : 15 ans d'expérience dans l'équipe GETALP.
Revue Ouverte d'Intelligence Artificielle (ROIA), 2023
Spoken Dialogue System for Medical Prescription Acquisition on Smartphone: Development, Corpus and Evaluation.
CoRR, 2023
Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization.
CoRR, 2023
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech.
CoRR, 2023
Combining Public Human Activity Recognition Datasets to Mitigate Labeled Data Scarcity.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023
Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023
2022
Themed issue on human activity and behaviour computerised models for intelligent environments.
Pers. Ubiquitous Comput., 2022
Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones.
Pervasive Mob. Comput., 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting.
Comput. Speech Lang., 2022
CoRR, 2022
CoRR, 2022
Dynamic Time-Alignment of Dimensional Annotations of Emotion using Recurrent Neural Networks.
CoRR, 2022
CoRR, 2022
GenderedNews: Une approche computationnelle des écarts de représentation des genres dans la presse française.
CoRR, 2022
Vers la compréhension automatique de la parole bout-en-bout à moindre effort (Towards automatic end-to-end speech understanding with less effort).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022
Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Interspeech 2022, 2022
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022
Proceedings of the Third Workshop on Scholarly Document Processing, 2022
Multi-Corpus Affect Recognition with Emotion Embeddings and Self-Supervised Representations of Speech.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, 2022
2021
Pattern Anal. Appl., 2021
A distillation-based approach integrating continual learning and federated learning for pervasive services.
CoRR, 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
CoRR, 2021
A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021
Artifact: A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
<i>LeBenchmark</i>: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Neural Medication Extraction: A Comparison of Recent Models in Supervised and Semi-supervised Learning Settings.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2021
2020
Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020
Seq2SeqPy: A Lightweight and Customizable Toolkit for Neural Sequence-to-Sequence Modeling.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
RDF triples extraction from company web pages: comparison of state-of-the-art Deep Models.
Proceedings of the Joint Ontology Workshops co-located with the Bolzano Summer of Knowledge (BOSK 2020), 2020
Evaluation of federated learning aggregation algorithms: application to human activity recognition.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020
Towards Automatic Captioning of University Lectures for French students who are Deaf.
Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020
2019
Making Emergency Calls More Accessible to Older Adults Through a Hands-free Speech Interface in the House.
ACM Trans. Access. Comput., 2019
Proceedings of the 2019 International Conference on Speech Technology and Human-Computer Dialogue, 2019
Proceedings of the 2019 International Conference on Speech Technology and Human-Computer Dialogue, 2019
Learning Natural Language Understanding Systems from Unaligned Labels for Voice Command in Smart Homes.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019
Semi-Supervised Neural Text Generation by Joint Learning of Natural Language Generation and Natural Language Understanding Models.
Proceedings of the 12th International Conference on Natural Language Generation, 2019
Analyse de comportements relatifs exceptionnels expliquée par des textes : les votes du parlement européen.
Proceedings of the Extraction et Gestion des connaissances, 2019
Context-Aware Voice-Based Interaction in Smart Home - VocADom@A4H Corpus Collection and Empirical Assessment of Its Usefulness.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019
Automatic Localization of Passive Infra-Red Binary Sensors in Home: from Dense to Scattered Network.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019
SLU for Voice Command in Smart Home: Comparison of Pipeline and End-to-End Approaches.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019
2018
Pervasive Mob. Comput., 2018
Distant speech processing for smart home: comparison of ASR approaches in scattered microphone network for voice command.
Int. J. Speech Technol., 2018
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018
Dealing with Imbalanced Data Sets for Human Activity Recognition Using Mobile Phone Sensors.
Proceedings of the Intelligent Environments 2018, 2018
Context Feature Learning through Deep Learning for Adaptive Context-Aware Decision Making in the Home.
Proceedings of the 14th International Conference on Intelligent Environments, 2018
Generation of Company descriptions using concept-to-text and text-to-text deep models: dataset collection and systems evaluation.
Proceedings of the 11th International Conference on Natural Language Generation, 2018
2017
Context-aware decision making under uncertainty for voice-based control of smart home.
Expert Syst. Appl., 2017
Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2017
Natural language generation to support the understanding of task models: a preliminary study.
Proceedings of the 29th Conference on l'Interaction Homme-Machine, 2017
Expression des connaissances en langage naturel : singularité et normalité d'une sélection.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017
2016
On-line human activity recognition from audio and home automation sensors: Comparison of sequential and non-sequential models in realistic Smart Homes.
J. Ambient Intell. Smart Environ., 2016
Multilingual generation of uncertain temporal expressions from data: A study of a possibilistic formalism and its consistency with human subjective evaluations.
Fuzzy Sets Syst., 2016
Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat. (Acquisition and recognition of expressions and vocal calls in a smart home).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016
The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Preliminary Study of Adaptive Decision-Making System for Vocal Command in Smart Home.
Proceedings of the 12th International Conference on Intelligent Environments, 2016
2015
Proceedings of the Smart Health - Open Problems and Future Challenges, 2015
Evaluation of a Context-Aware Voice Interface for Ambient Assisted Living: Qualitative User Study vs. Quantitative System Evaluation.
ACM Trans. Access. Comput., 2015
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 2 - Speaking and Reading Aids.
ACM Trans. Access. Comput., 2015
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Overall Introduction to the Special Issue Part 3.
ACM Trans. Access. Comput., 2015
Perspectives on Speech and Language Interaction for Daily Assistive Technology: Introduction to Part 1 of the Special Issue.
ACM Trans. Access. Comput., 2015
Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2015
Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home.
Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015
Development of Automatic Speech Recognition Techniques for Elderly Home Support: Applications and Challenges.
Proceedings of the Human Aspects of IT for the Aged Population. Design for Everyday Life, 2015
Generating Récit from Sensor Data: Evaluation of a Task Model for Story Planning and Preliminary Experiments with GPS Data.
Proceedings of the ENLG 2015, 2015
Proceedings of Workshop and Poster Papers of the European Conference on Ambient Intelligence 2015 (AmI-15), 2015
2014
RecordMe: A Smartphone Application for Experimental Collections of Large Amount of Data Respecting Volunteer's Privacy.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Multichannel automatic recognition of voice command in a multi-room smart home: an experiment involving seniors and users with visual impairment.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the 2014 Workshop on Computational Models of Narrative, 2014
On-line Context Aware Physical Activity Recognition from the Accelerometer and Audio Sensors of Smartphones.
Proceedings of the Ambient Intelligence, European Conference, 2014
2013
Design and evaluation of a smart home voice interface for the elderly: acceptability and objection aspects.
Pers. Ubiquitous Comput., 2013
J. Multimodal User Interfaces, 2013
Speech recognition of aged voice in the AAL context: Detection of distress sentences.
Proceedings of the 7th Conference on Speech Technology and Human-Computer Dialogue, 2013
Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home.
Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013
Analyzing the Performance of Automatic Speech Recognition for Ageing Voice: Does it Correlate with Dependency Level?
Proceedings of the Fourth Workshop on Speech and Language Processing for Assistive Technologies, 2013
Evaluation of a real-time voice order recognition system from multiple audio channels in a home.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the INTERSPEECH 2013, 2013
The Sweet-Home project: Audio processing and decision making in smart home to improve well-being and reliance.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network Approach.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013
2012
Les technologies de la parole et du TALN pour l'assistance à domicile des personnes âgées : un rapide tour d'horizon (Quick tour of NLP and speech technologies for ambient assisted living) [in French].
Proceedings of the JEP-TALN-RECITAL 2012, 2012
Reconnaissance d'ordres domotiques en conditions bruitées pour l'assistance à domicile (Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment) [in French].
Proceedings of the JEP-TALN-RECITAL 2012, 2012
Reconnaissance automatique de la parole distante dans un habitat intelligent : méthodes multi-sources en conditions réalistes (Distant Speech Recognition in a Smart Home : Comparison of Several Multisource ASRs in Realistic Conditions) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012
Contribution à l'étude de la variabilité de la voix des personnes âgées en reconnaissance automatique de la parole (Contribution to the study of elderly people's voice variability in automatic speech recognition) [in French].
Proceedings of the JEP-TALN-RECITAL 2012, 2012
Etude de la performance des modèles acoustiques pour des voix de personnes âgées en vue de l'adaptation des systèmes de RAP (Assessment of the acoustic models performance in the ageing voice case for ASR system adaptation) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012
Towards an Abstractive Opinion Summarisation of Multiple Reviews in the Tourism Domain.
Proceedings of the 1st International Workshop on Sentiment Discovery from Affective Data, 2012
Recognition of voice commands by multisource ASR and noise cancellation in a smart home environment.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012
Using Markov Logic Network for On-Line Activity Recognition from Non-visual Home Automation Sensors.
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012
2011
Development of Audio Sensing Technology for Ambient Assisted Living: Applications and Challenges.
Int. J. E Health Medical Commun., 2011
Distant speech recognition for home automation: Preliminary experimental results in a smart home.
Proceedings of the 6th International Conference Speech Technology and Human-Computer Dialogue, 2011
Location of an inhabitant for domotic assistance through fusion of audio and non-visual data.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011
Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions.
Proceedings of the INTERSPEECH 2011, 2011
Proceedings of the ENLG 2011, 2011
The sweet-home project: Audio technology in smart homes to improve well-being and reliance.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Textual Properties and Task-based Evaluation: Investigating the Role of Surface Properties, Structure and Content.
Proceedings of the INLG 2010, 2010
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems, 2010
2009
From data to text in the Neonatal Intensive Care Unit: Using NLG technology for decision support and information management.
AI Commun., 2009
Artif. Intell., 2009
Le projet BabyTalk : génération de texte à partir de données hétérogènes pour la prise de décision en unité néonatale.
Proceedings of the Actes de la 16ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2009
Text Content and Task Performance in the Evaluation of a Natural Language Generation System.
Proceedings of the Recent Advances in Natural Language Processing, 2009
Towards a Possibility-Theoretic Approach to Uncertainty in Medical Data Interpretation for Text Generation.
Proceedings of the Knowledge Representation for Health-Care: Data, 2009
Using Temporal Constraints to Integrate Signal Analysis and Domain Knowledge in Medical Event Detection.
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
The Importance of Narrative and Other Lessons from an Evaluation of an NLG System that Summarises Clinical Data.
Proceedings of the INLG 2008, 2008
Using Natural Language Generation Technology to Improve Information Flows in Intensive Care Units.
Proceedings of the ECAI 2008, 2008
Proceedings of the ECAI 2008, 2008
2007
Proceedings of the Artificial Intelligence in Medicine, 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2005
Pilotage d'algorithmes pour la reconnaissance en ligne d'arythmies cardiaques. (Algorithms piloting for cardiac arrhythmias recognition).
PhD thesis, 2005
Medical Biol. Eng. Comput., 2005