Publications du projet SWEET-HOME

Revues nationales et internationales

Liste 2018 :

• Distant speech processing for smart home: comparison of ASR approaches in scattered microphone network for voice command
  Benjamin Lecouteux, Michel Vacher, François Portet
  International Journal of Speech Technology, volume 21, issue 3, pp. 601-618
  DOI: 10.1007/s10772-018-9520-y
  

  Article (PDF) - ; accès à la version auteur par la base HAL

Liste 2017 :

• Context-aware decision making under uncertainity for voice-based control of smart home
  Pedro Chahuara, François Portet and Michel Vacher
  Expert Systems With Applications, 2017, 75:63-79
  DOI: 10.1016/j.eswa.2017.01.014.
  

  Article (PDF) - ; accès à la version auteur par la base HAL

Liste 2016 :

• On-line human activity recognition from audio and home automation sensors: comparison of sequential and non-sequential models in realistic Smart Homes
  Pedro Chahuara, Anthony Fleury, François Portet and Michel Vacher
  Journal of Ambient Intelligence and Smart Environments (JAISE), 2016, 8(4):399-422.
  DOI: 10.3233/AIS-160386
  Keywords: Activity Recognition, Markov Logic Network, Statistical Relational Learning, Smart Home, Ambient Assisted Living

  Article (PDF) - ; accès à la version auteur par la base HAL

Liste 2015 :

• Evaluation of a context-aware voice interface for Ambient Assisted Living: qualitative users’ study vs. quantitative system evaluation
  Michel Vacher, Sybille Caffiau, François Portet, Brigitte Meillon, Camille Roux, Elena Elias, Benjamin Lecouteux, Pedro Chahuara
  ACM - Transactions on Speech and Language Processing, Association for Computing Machinery, 2015, Special Issue on Speech and Language Processing for AT (Part 3), 7 (issue 2), pp.5:1-5:36.
  Categories and Subject Descriptors: H.5.2 [Information Interfaces and Presentation]: User Interfaces—natural language; I.2.7 [Artificial Intelligence]: Natural Language Processing—speech recognition and synthesis; K.4.2 [Computers and Society]: Social Issues—assistive technologies for persons with disabilities
  Keywords: assistive technology, voice command, smart home, context aware interaction, ambient intelligence, user evaluation

  Article (PDF) - ; accès à la version auteur par la base HAL

Liste 2013 :

• Design and evaluation of a smart home voice interface for the elderly – Acceptability and objection aspects
  François Portet, Michel Vacher, Caroline Golanski, Camille Roux, Brigitte Meillon
  Personal-and-Ubiquitous-Computing-Journal, 17(1):127-144, 2013.
  keywords: Voice interface; Smart home; Ubiquitous computing; User evaluation; Gerontechnology
  DOI : 10.1007/s00779-011-0470-5
  

  Article (PDF) - ; accès à la version auteur par la base HAL

Liste 2012 :

• Speech-based interaction in an AAL context
  Michel Vacher, François Portet, Solange Rossato, Frédéric Aman, Caroline Golanski, Remus Dugheanu
  Gerontechnology
  11(2):310, July 2012.
  

  Article (PDF) -

Liste 2010 :

• Primary investigations of sound recognition for a domotic application using Support Vector
  M. A. Sehili, D. Istrate, J. Boudy
  Annals of the University of Craiova, Series : Automation, Computers, Electronics and Mechatronics, Vol.7 (34), N°.2, 2010, pp.61-65, ISSN : 1841-0626.

Chapitres de livre

Liste 2015 :

• On Distant Speech Recognition for Home Automation
  M. Vacher, B. Lecouteux and F. Portet
  Lecture Notes in Computer Science, Smart Health: Open Problems and Future Challenges, Vol. 8700, Feb. 2015, pp.161-188
  Editors: A. Holzinger, M. Ziefle and C. Roecker
  Publisher: Springer International Publishing
  

  Article - (PDF) ; accès à la version auteur sur la base HAL

Liste 2013 :

• Speech Analysis For Ambient Assisted Living : Technical And User Design Of A Vocal Order System
  M. Vacher, F. Portet, B. Lecouteux, C. Golanski
  Telehealthcare Computing and Engineering: Principles and Design, ISBN-978-1-57808-802-7, 2013, pp. 607-638
  Editor: Fei Hu
  CRC Press, Taylor and Francis Group, London.
  

  Article (PDF) -

Conférences internationales

Liste 2015 :

• Speech and Speaker Recognition for Home Automation: Preliminary Results
  Michel Vacher, Benjamin Lecouteux, Javier Serrano-Romero, Moez Ajili, François Portet, Solange Rossato
  8th International Conference Speech Technology and Human-Computer Dialogue "SpeD 2015", Oct 2015, Bucarest, Romania.
  Proceedings of IEEE SpeD 2015, pp. 181-190, 2015.
  

  Article - (PDF) accès à la version auteur sur la base HAL

• Development of automatic speech recognition techniques for elderly home support: Applications and Challenges
  Michel Vacher, Frédéric Aman, Solange Rossato, François Portet
  Human Aspects of IT for the Aged Population. Design for the Everyday Life.
  First International Conference, ITAP 2015, Held as Part of the 17th International Conference on Human-Computer Interaction (HCII), Los Angeles, CA, USA, August 2-7
  Proceedings: ITAP 2015, Part II, LNCS 9194, pp. 341–353, 2015.
  

  Article - (PDF) ; accès à la version auteur sur la base HAL

Liste 2014 :

• The Sweet-Home speech and multimodal corpus for home automation interaction
  M. Vacher, B. Lecouteux, P. Chahuara, F. Portet, B. Meillon, N. Bonnefond
  The 9th edition of the Language Resources and Evaluation Conference (LREC), 26-31 May, Reykjavik, Iceland, 2014, pp. 4499-4506.
  

  Article (PDF) -

Multichannel Automatic Recognition of Voice Command in a Multi-Room Smart Home : an Experiment involving Seniors and Users with Visual Impairment
Michel Vacher, Benjamin Lecouteux, François Portet
Interspeech 2014, Sep 2014, Singapore, Singapore. Proceedings of Interspeech 2014, pp. 1008-1012


Article (PDF) -

Liste 2013 :

• Making Context Aware Decision from Uncertain Information in a Smart Home: a Markov Logic Network Approach
  Pedro Chahuara, François Portet, Michel Vacher
  Ambient Intelligence, Lecture Notes in Computer Science, Dublin, Ireland, Springer (Heidelberg), Nov. 2013, 8309:78-93.
  

  Article (PDF) -

• The Sweet-Home Project: Audio Processing and Decision Making in Smart Home to Improve Well-being and Reliance
  Michel Vacher, Pedro Chahuara, Benjamin Lecouteux, Dan Istrate, François Portet, Thierry Joubert, Mohamed Sehili, Brigitte Meillon, Nicolas Bonnefond, Sébastien Fabre, Camille Roux and Sybille Caffiau
  EMBC'13, 35rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, Jul. 3-7, 2013, pp. 7298-7301.
  

  Article (PDF) -

• Evaluation of a Real-Time Voice Order Recognition System from Multiple Audio Channels in a Home
  Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, Mohamed Sehili, Pedro Chahuara
  Interspeech 2013, Lyon, France, Aug. 25-29, 2013, pp. 2062-2064.
  

  Article (PDF) -

• Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home
  Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, Mohamed Sehili, Pedro Chahuara
  4th Workshop on Speech and Language Processing for Assistive Technologies (SLPAT 2013), Satellite workshop of INTERSPEECH 2013, Grenoble, France, Aug. 21-22, 2013, pp. 99-105.
  

  Article (PDF) -

Liste 2012 :

• Context aware decision system in a smart home : knowledge representation and decision making using uncertain contextual information
  Pedro Chahuara, François Portet, Michel Vacher
  The 4th International Workshop on Acquisition, Representation and Reasoning with Contextualized Knowledge (ARCOE-12), Montpellier, France, Aug. 2012, pp. 52-64.

  Article (PDF) -

• Using Markov Logic Network for On-line Activity Recognition from Non-Visual Home Automation Sensors
  Pedro Chahuara, anthony Fleury, François Portet, Michel Vacher
  Ambient Intelligence, Lecture Notes in Computer Science, Pisa, Italy, Springer (Heidelberg), Nov. 2012, 7683:177-192.

  Article (PDF) -

• Sound Environnment Analysis in Smart Home
  Mohamed Sehili, Benjamin Lecouteux, Michel Vacher, François Portet, Dan Istrate, Bernadette Dorizzi, Jérôme Boudy, Ambient Intelligence, Lecture Notes in Computer Science, Pisa, Italy, Springer (Heidelberg), Nov. 2012, 7683:208--223.

  Article (PDF) -

• Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment
  Michel Vacher, Benjamin Lecouteux, François Portet
  EUSIPCO 2012, Bucharest, Romania, Aug. 2012, pp. 1663-1667.

  Article (PDF) -

• Daily Sound Recognition using a Combination of GMM and SVM for Home Automation
  M. A. Sehili, D. Istrate, B. Dorizzi, J. Boudy
  EUSIPCO 2012, Bucharest, Romania, Aug. 2012, pp. 1673-1677.

  Article (PDF) -

• Speech-based interaction in an AAL context
  M. Vacher, F. Portet, S. Rossato, F. Aman, C. Golanski, R. Dugheanu
  ISG-ISARC, Gerontechnology, Eindhoven, 26-29 juin 2012, 6 pages
  DOI : http://dx.doi.org/gt.2012.11.02.262.651

  Article (PDF) -

• 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]
  B. Lecouteux, M. Vacher, F. Portet
  Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, :657--664, Grenoble, France, 4-8 juin 2012.

  Article (PDF) -

• 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]
  B. Lecouteux, M. Vacher, F. Portet
  JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, :31--39, Grenoble, France, 8 juin 2012.

  Article (PDF) -

Liste 2011 :

• The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance
  Michel Vacher, Dan Istrate, François Portet, Thierry Joubert, Thierry Chevalier, Serge Smidtas, Brigitte Meillon, Benjamin Lecouteux, Mohamed Sehili, Pedro Chahuara and Sylvain Méniard
  EMBC'11, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, USA, Aug. 30-Sept. 3, 2011, pp. 5291-5294.
  

  Article (PDF) -

• Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions
  B. Lecouteux, M. Vacher and F. Portet
  Interspeech 2011, Florence, Italy, Aug. 2011, pp. 2273-2276.

  Article (PDF) -



• Location of an Inhabitant for Domotic Assistance Through Fusion of Audio and Non-Visual Data
  P. Chahuara, F. Portet and M. Vacher
  Pervasive Health, Dublin, Ireland, May 2011, 4p.

  Article (PDF) -



• Fusion of Audio and Temporal Multimodal Data by Spreading Activation for Dweller Localisation in a Smart Home
  P. Chahuara, F. Portet and M. Vacher
  STAMI, Space, Time and Ambient Intelligence, Barcelona, Spain, Jul. 2011, pp. 17-22.

  Article (PDF) -

• Distant Speech Recognition for Home Automation: Preliminary Experimental Results in a Smart Home
  B. Lecouteux, M. Vacher and F. Portet
  IEEE SPED 2011, Brasov, Romania, May 2011, pp. 41-50.

  Article (PDF) -

Liste 2010 :

• First Investigation of Sound Recognition for domotic application using SVM
  M. Sehili, D.Istrate
  SINTES, 2010, September 2010, Sinaia, Roumanie.

Conférences nationales

Liste 2014 :

• Reconnaissance automatique de la parole dans les habitats intelligents : application à l’assistance à domicile
  Michel Vacher, Francois Portet, Frédéric Aman, Benjamin Lecouteux, Solange Rossato, Véronique Aubergé
  4e Journées Annuelles de la Société Française des Technologies pour l'Autonomie et de Gérontechnologie, Nov 2014, Paris, France. pp.38-41, Actes JASFTAG 2014

  Article (PDF) -

Liste 2012 :

• Méthodes SVM et MLN pour la reconnaissance automatique d'activités humaines dans les habitats perceptifs: tests et perspectives.
  Pedro Chahuara, anthony Fleury, Michel Vacher et François Portet
  Actes de la conférence RFIA 2012, Lyon, janvier 2012, 8p.
  

  Article (PDF) -

Liste 2011 :

• Localisation d'habitant dans un espace perceptif par réseau dynamique
  Pedro Chahuara, Michel Vacher et François Portet
  RTE-AFIA 2011, Représentation et Raisonnement sur le Temps et l'Espace, Chambéry, France, mai 2011, 10 p.

  Article (PDF) -

Publications diverses

Publications antérieures marquantes des participants du projet

• Complete Sound and Speech Recognition System for Health Smart Homes: Application to the Recognition of Activities of Daily Living
  Michel Vacher and Anthony Fleury and François Portet and Jean-François Serignat and Norbert Noury
  New Developments in Biomedical Engineering
  IN-TECH, ISBN-978-953-7619-57-2, 2010, pp. 645-676.
  

  Article (PDF) -

• Information Extraction From Sound for Medical Telemonitoring
  Dan Istrate and Eric Castelli and Michel Vacher and Laurent Besacier and Jean-François Serignat
  IEEE Transactions on Information Technology in Biomedicine
  volume 10, issue 2, pages 264-274, April, 2006.
  

  Article (PDF) -

Colloques STIC

• 18-19 avril 2013, Des STICs et des hommes, colloque ANR, Paris.
  

  Poster (PDF) -

  Planche (PDF) -

• 5-7 janvier 2010, Quelle recherche pour les STIC de demain ?
  

  Poster (PDF) -