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Researcher identifiers

Number of documents

116

Page de Michel VACHER - CNRS - Equipe GETALP du LIG

Michel VACHER

Ingénieur de Recherche Hors Classe CNRS - HDR

Equipe GETALP du Laboratoire d'Informatique de Grenoble (LIG)

Centres d'intérêt

  • Analyse sonore et multimodale
  • Reconnaissance automatique de la parole
  • Prise de décision en contexte
  • Intelligence ambiante
  • Ambient Assisted Living (AAL)

Fonctions

Responsabilités antérieures

Parcours

  • 2016-aujourd'hui : Institut Carnot LSI
  • 2007 - aujourd'hui : Equipe GETALP du Laboratoire d'Informatique de Grenoble (LIG)
  • 2011 : Habilitation à diriger des recherches : "Analyse sonore et multimodale dans le domaine de l'assistance à domicile"
  • 2001 - 2006 : Equipe GEOD du laboratoire CLIPS de la fédération IMAG
  • 1986 - 2000 : Equipe Physique du Métal du LTPCM
  • 1982 : Doctorat d'Ingénieur en Acoustique : "Etude du comportement non-linéaire de bulles au voisinage de leur résonnance dans un champ ultrasonore: application à la détection, à la localisation et au caibrage de bulles stationnaires dans un liquide"
  • 1979 : Ingénieur diplômé de l'INSA de Lyon, département Génie Electrique.

 

 

 

Journal articles20 documents

  • Michel Vacher, Frédéric Aman, Solange Rossato, François Portet, B Lecouteux. Making emergency calls more accessible to older adults through a hands-free speech interface in the house. ACM Transactions on Accessible Computing , ACM New York, NY, USA 2019, 12 (2), pp.8:1-8:25. ⟨10.1145/3310132⟩. ⟨hal-02009828⟩
  • Alexis Brenon, François Portet, Michel Vacher. Arcades : A deep model for adaptive decision making in voice controlled smart-home. Pervasive and Mobile Computing, Elsevier, 2018, 49, pp.92-110. ⟨10.1016/j.pmcj.2018.06.011⟩. ⟨hal-01829401⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Processing for Smart Home Comparison of ASR approaches in distributed microphone network for voice command. International Journal of Speech Technology, Springer Verlag, 2018, 21, pp.601-618. ⟨10.1007/s10772-018-9520-y⟩. ⟨hal-01794225⟩
  • Pedro Chahuara, François Portet, Michel Vacher. Context-aware decision making under uncertainty for voice-based control of smart home. Expert Systems with Applications, Elsevier, 2017, 75, pp.63-79. ⟨10.1016/j.eswa.2017.01.014⟩. ⟨hal-01450843⟩
  • Pedro Chahuara, Anthony Fleury, François Portet, Michel Vacher. On-line Human Activity Recognition from Audio and Home Automation Sensors: comparison of sequential and non-sequential models in realistic Smart Homes. JAISE - Journal of Ambient Intelligence and Smart Environments, IOS Press, 2016, 8 (4), pp.399-422. ⟨10.3233/AIS-160386⟩. ⟨hal-01336552⟩
  • Michel Vacher, Sybille Caffiau, François Portet, Brigitte Meillon, Camille Roux, et al.. Evaluation of a context-aware voice interface for Ambient Assisted Living: qualitative user study vs. quantitative system evaluation. ACM Transactions on Accessible Computing , ACM New York, NY, USA 2015, Special Issue on Speech and Language Processing for AT (Part 3), 7 (issue 2), pp.5:1-5:36. ⟨10.1145/2738047⟩. ⟨hal-01138090v3⟩
  • Saïda Bouakaz, Michel Vacher, Marc-Eric Bobillier-Chaumon, Frédéric Aman, Salima Bekkadja, et al.. CIRDO: Smart companion for helping elderly to live at home for longer. Innovation and Research in BioMedical engineering, Elsevier Masson, 2014, 35 (2), pp.101-108. ⟨10.1016/j.irbm.2014.02.011⟩. ⟨hal-00967911⟩
  • Michel Vacher, François Portet, Pedro Chahuara, Simona Caramihai, Calin Munteanu, et al.. Indoor Personal Monitoring, Supervising and Assistance Sweet-Home and AmiHomeCare case studies. Control Engineering and Applied Informatics, 2014, 16 (1), pp.50-61. ⟨hal-00980831⟩
  • François Portet, Michel Vacher, Caroline Golanski, Camille Roux, Brigitte Meillon. Design and evaluation of a smart home voice interface for the elderly ― Acceptability and objection aspects. Personal and Ubiquitous Computing, Springer Verlag, 2013, 17 (1), pp.127--144. ⟨10.1007/s00779-011-0470-5⟩. ⟨hal-00953242⟩
  • Anthony Fleury, Michel Vacher, François Portet, Pedro Chahuara, Norbert Noury. A french corpus of audio and multimodal interactions in a health smart home. Journal on Multimodal User Interfaces, Springer, 2013, 7 (1), pp.93-109. ⟨10.1007/s12193-012-0104-x⟩. ⟨hal-00799697⟩
  • Michel Vacher, François Portet, Solange Rossato, Frédéric Aman, Caroline Golanski, et al.. Speech-based interaction in an AAL context. Gerontechnology, ISG International Society for Gerontechnology, 2012, 11 (2), pp.310. ⟨10.4017/gt.2012.11.02.262.00⟩. ⟨hal-00953506⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. Improving Supervised Classification of Activities of Daily Living Using Prior Knowledge. International Journal of E-Health and Medical Communications (IJEHMC), IGI, 2011, 2 (1), pp.17-34. ⟨hal-00800408⟩
  • Michel Vacher, François Portet, Anthony Fleury, Norbert Noury. Development of Audio Sensing Technology for Ambient Assisted Living: Applications and Challenges. International Journal of E-Health and Medical Communications (IJEHMC), IGI, 2011, 2 (1), pp.35-54. ⟨hal-00757407⟩
  • Anthony Fleury, Michel Vacher, Norbert Noury. SVM-Based Multi-Modal Classification of Activities of Daily Living in Health Smart Homes: Sensors, Algorithms and First Experimental Results. IEEE Transactions on Information Technology in Biomedicine, Institute of Electrical and Electronics Engineers, 2010, 14 (2), pp. 274 - 283. ⟨10.1109/TITB.2009.2037317⟩. ⟨hal-00465076⟩
  • Anthony Fleury, Michel Vacher, Hubert Glasson, Norbert Noury, Jean-François Serignat. Data fusion in health smart home: primary results of individual evaluation of two sensors. Gerontechnology, ISG International Society for Gerontechnology, 2008, 7 (2), pp.105. ⟨10.4017/gt.2008.07.02.042.00⟩. ⟨hal-00957415⟩
  • Dan Istrate, Michel Vacher, Jean-François Serignat. Embedded Implementation of Distress Situation Identification through Sound Analysis. Journal on Information Technology in Healthcare (JITH), 2008, 6 (3), pp.204-211. ⟨hal-00957414⟩
  • Michel Vacher, Dan Istrate, Jean-François Serignat. Probabilistic Models for Speech and Sound Analysis. Annals of The University of Craiova, Series : Automation, Computers, Electronics and Mechatronics, (Romania), 2007, 4 (31), n°3 (Automation, Computers, Electronics and Mechatronics, ISSN 1841-0626), pp.129-136. ⟨hal-00957416⟩
  • Dan Istrate, Eric Castelli, Michel Vacher, Laurent Besacier, Jean-François Serignat. Information Extraction From Sound for Medical Telemonitoring. Information Technology in Biomedicine, IEEE Transactions on, 2006, 10(2), pp.264-274. ⟨hal-00419915⟩
  • Dan Istrate, Michel Vacher, Jean-François Serignat, Laurent Besacier, Eric Castelli. Système de télésurveillance sonore pour la détection de situations de détresse. ITBM-RBM, recherche et ingénierie biomédicale, 2006, 27 (2), pp.35-45. ⟨hal-01092659⟩
  • F. Weiss, C. Miramond, O. Thomas, A. Rouault, J. Sénateur, et al.. Réseaux de vortex dans Bi2Sr2Ca1Cu2Ox. Journal de Physique III, EDP Sciences, 1994, 4 (11), pp.2225-2233. ⟨10.1051/jp3:1994274⟩. ⟨jpa-00249257⟩

Conference papers82 documents

  • Thierry Desot, François Portet, Michel Vacher. Corpus generation for voice command in smart home and the effect of speech synthesis on End-to-End SLU. 12th Conference on Language Resources and Evaluation (LREC 2020), ELRA, May 2020, Marseille, France. pp.6395-6404. ⟨hal-02861770⟩
  • Thierry Desot, François Portet, Michel Vacher. Towards End-to-End spoken intent recognition in smart home. SpeD 2019 – The 10th Conference on Speech Technology and Human Computer Dialogue, Oct 2019, Timisoara, Romania. pp.1-8. ⟨hal-02316743⟩
  • Thierry Desot, François Portet, Michel Vacher. SLU FOR VOICE COMMAND IN SMART HOME: COMPARISON OF PIPELINE AND END-TO-END APPROACHES. IEEE Automatic Speech Recognition and Understanding Workshop, Dec 2019, Sentosa, Singapore, Singapore. ⟨hal-02464393⟩
  • François Portet, Sybille Caffiau, Fabien Ringeval, Michel Vacher, Nicolas Bonnefond, et al.. Context-Aware Voice-based Interaction in Smart Home -VocADom@A4H Corpus Collection and Empirical Assessment of its Usefulness. PICom 2019 - 17th IEEE International Conference on Pervasive Intelligence and Computing, Aug 2019, Fukuoka, Japan. pp.811--818, ⟨10.1109/DASC/PiCom/CBDCom/CyberSciTech.2019.00149⟩. ⟨hal-02165532⟩
  • Elena Elias, Marc-Eric Bobillier-Chaumon, Michel Vacher. Methods to design home support for elders. HCI International 2018, Jul 2018, Las Vegas, United States. pp.276-289, ⟨10.1007/978-3-319-92037-5_21⟩. ⟨hal-01807679⟩
  • Elena Elias, Marc-Eric Bobillier Chaumon, Michel Vacher. Design methods for the projection of uses for vulnerable people. 20th congress international ergonomics association, IEA, Aug 2018, Florence, Italy. pp.765-773, ⟨10.1007/978-3-319-96071-5_80⟩. ⟨hal-01872576⟩
  • Michel Vacher, Emmanuel Vincent, Marc-Eric Bobillier Chaumon, Thierry Joubert, François Portet, et al.. The VocADom Project: Speech Interaction for Well-being and Reliance Improvement. MobileHCI 2018 - 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, Sep 2018, Barcelona, Spain. ⟨hal-01830217v2⟩
  • Alexis Brenon, François Portet, Michel Vacher. Context Feature Learning through Deep Learning for Adaptive Context-Aware Decision Making in the Home. The 14th International Conference on Intelligent Environments, Jun 2018, Rome, Italy. ⟨10.1109/IE.2018.00013⟩. ⟨hal-01802747⟩
  • Thierry Desot, Stefania Raimondo, Anastasia. Mishakova, François Portet, Michel Vacher. Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments. 21st International Conference on Text, Speech and Dialogue TSD 2018, Sep 2018, Brno, Czech Republic. pp.509-517, ⟨10.1007/978-3-030-00794-2_55⟩. ⟨hal-01802758⟩
  • Caranica Alexandru, Cucu Horia, Burileanu Corneliu, François Portet, Michel Vacher. Speech Recognition Results for Voice-controlled Assistive Applications. Speech Technology and Human-Computer Dialogue, Jul 2017, Bucharest, Romania. pp.1-8. ⟨hal-01564789⟩
  • Frédéric Aman, Véronique Aubergé, Michel Vacher. Robustesse de la RAP à la parole expressive âgée vs. typique : contexte de commandes dans un habitat intelligent. JEP-TALN-RECITAL 2016, Atelier TALPA, Jul 2016, Paris, France. pp.10-12. ⟨hal-01326499⟩
  • Michel Vacher, Saida Bouakaz, Marc-Eric Bobillier-Chaumon, F Aman, Rizwan Ahmed Khan, et al.. The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People. 10th International Conference on Language Resources and Evaluation (LREC 2016), ELRA, May 2016, Portoroz, Slovenia. pp.1389-1396. ⟨hal-01323603⟩
  • F Aman, Michel Vacher, François Portet, W Duclot, Benjamin Lecouteux. CirdoX: an On/Off-line Multisource Speech and Sound Analysis Software. Language Resources and Evaluation Conference, ELRA, May 2016, Portoroz, Slovenia. pp.1978-1985. ⟨hal-01323596⟩
  • Alexis Brenon, François Portet, Michel Vacher. Étude préliminaire d'une méthode de prise de décision adaptative pour la commande vocale dans un habitat intelligent. RFIA-RJCIA, Jun 2016, Clermont Ferrand, France. pp.2-8. ⟨hal-01326986⟩
  • Michel Vacher, Frédéric Aman, Solange Rossato, François Portet. Development of Automatic Speech Recognition Techniques for Elderly Home Support: Applications and Challenges. 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), Aug 2015, Los Angeles, CA, United States. pp.341-353, ⟨10.1007/978-3-319-20913-5⟩. ⟨hal-01179246⟩
  • Michel Vacher, Benjamin Lecouteux, Frédéric Aman, Solange Rossato, François Portet. Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home. 6th Workshop on Speech and Language Processing for Assistive Technologies, SIG-SLPAT, Sep 2015, Dresden, Germany. pp.1-7. ⟨hal-01179930⟩
  • Alexis Brenon, François Portet, Michel Vacher. Using Statistico-Relational Model for Activity Recognition in Smart Home. European Conference on Ambient Intelligence 2015 (AmI-15), Nov 2015, Athènes, Greece. ⟨hal-01222792⟩
  • Michel Vacher, Benjamin Lecouteux, Javier Serrano-Romero, Moez Ajili, François Portet, et al.. Speech and Speaker Recognition for Home Automation: Preliminary Results. 8th International Conference Speech Technology and Human-Computer Dialogue "SpeD 2015", Oct 2015, Bucarest, Romania. pp.181-190. ⟨hal-01207692v2⟩
  • Michel Vacher, Saïda Bouakaz, Marc-Eric Bobillier-Chaumon, François Portet, Frédéric Aman, et al.. Le projet CIRDO d'assistance aux personnes âgées isolées à domicile. Congrès Handicap 2014 - 8ème Édition - Les technologies d'assistance : de la compensation à l'autonomie, Jun 2014, Paris, France. pp.229-235. ⟨hal-00990201⟩
  • Michel Vacher, Benjamin Lecouteux, François Portet. Multichannel Automatic Recognition of Voice Command in a Multi-Room Smart Home : an Experiment involving Seniors and Users with Visual Impairment. Interspeech 2014, Sep 2014, Singapour, Singapore. pp.1008-1012. ⟨hal-01003492⟩
  • Michel Vacher, François Portet, Frédéric Aman, Benjamin Lecouteux, Solange Rossato, et al.. Reconnaissance automatique de la parole dans les habitats intelligents : application à l'assistance à domicile. 4e Journées Annuelles de la Société Française des Technologies pour l'Autonomie et de Gérontechnologie, Nov 2014, Paris, France. pp.38-41. ⟨hal-01087539⟩
  • Michel Vacher, Benjamin Lecouteux, Pedro Chahuara, François Portet, Brigitte Meillon, et al.. The Sweet-Home speech and multimodal corpus for home automation interaction. The 9th edition of the Language Resources and Evaluation Conference (LREC), May 2014, Reykjavik, Iceland. pp.4499-4506. ⟨hal-00953006⟩
  • Frédéric Aman, Michel Vacher, Solange Rossato, François Portet. Analysing the Performance of Automatic Speech Recognition for Ageing Voice: Does it Correlate with Dependency Level?. 4th Workshop on Speech and Language Processing for Assistive Technologies, Aug 2013, Grenoble, France. pp.9-15. ⟨hal-00953243⟩
  • Frédéric Aman, Michel Vacher, Solange Rossato, François Portet. In-home detection of distress calls: the case of aged users. the 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2065-2067. ⟨hal-00953245⟩
  • Pedro Chahuara, François Portet, Michel Vacher. Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network Approach. Ambient Intelligence, Dec 2013, Dublin, Ireland. pp.78--93. ⟨hal-00953262⟩
  • Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, et al.. Evaluation of a Real-Time Voice Order Recognition System from Multiple Audio Channels in a Home. the 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2062-2064. ⟨hal-00953246⟩
  • Michel Vacher, Pedro Chahuara, Benjamin Lecouteux, Dan Istrate, François Portet, et al.. The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Jul 2013, Osaka, Japan. pp.7298-7301. ⟨hal-00962222⟩
  • Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, François Portet, et al.. Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home. 4th Workshop on Speech and Language Processing for Assistive Technologies, Aug 2013, Grenoble, France. pp.99-105. ⟨hal-00953244⟩
  • Frédéric Aman, Michel Vacher, Solange Rossato, François Portet. Speech Recognition of Aged Voices in the AAL Context: Detection of Distress Sentences. The 7th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2013, Oct 2013, Cluj-Napoca, Romania. pp.177-184. ⟨hal-00953248⟩
  • Frédéric Aman, Véronique Auberge, Michel Vacher. How affects can perturbe the automatic speech recognition of domotic interactions. Workshop on Affective Social Speech Signals, Aug 2013, Grenoble, France. pp.1-5. ⟨hal-00953247⟩
  • Juline Grand, Frédéric Aman, Michel Vacher, Solange Rossato, François Portet. Utilisation de la Reconnaissance Automatique de la Parole pour l'aide à l'autonomie des personnes âgées. Actes de l'Université d'été de la E-santé, Jul 2012, Castres-Mazamet, France. pp.19--21. ⟨hal-00953517⟩
  • Pedro Chahuara, François Portet, Michel Vacher. Context aware decision system in a smart home : knowledge representation and decision making using uncertain contextual information. The 4th International Workshop on Acquisition, Representation and Reasoning with Contextualized Knowledge (ARCOE-12), Aug 2012, Montpellier, France. pp.52-64. ⟨hal-00953513⟩
  • François Portet, Michel Vacher, Solange Rossato. 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]. JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, Jun 2012, Grenoble, France. pp.3--16. ⟨hal-00953514⟩
  • Frédéric Aman, Michel Vacher, Solange Rossato, Remus Dugheanu, François Portet, et al.. 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]. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, Jun 2012, Grenoble, France. pp.707--714. ⟨hal-00953510⟩
  • Marc-Eric Bobillier Chaumon, Bruno Cuvillier, Saïda Bouakaz, Michel Vacher. Démarche de développement de technologies ambiantes pour le maintien à domicile des personnes dépendantes : vers une triangulation des méthodes et des approches. Actes du 1er Congrès Européen de Stimulation Cognitive, May 2012, Dijon, France. pp.121--122. ⟨hal-00953518⟩
  • Pedro Chahuara, Anthony Fleury, François Portet, Michel Vacher. Using Markov Logic Network for On-line Activity Recognition from Non-Visual Home Automation Sensors. Ambient Intelligence, Nov 2012, Pisa, Italy. pp.177--192. ⟨hal-00953512⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. 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]. JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, Jun 2012, Grenoble, France. pp.31--39. ⟨hal-00953515⟩
  • Michel Vacher, Benjamin Lecouteux, François Portet. Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment. EUSIPCO (European Signal Processing Conference), Aug 2012, Bucarest, Romania. pp.1663-1667. ⟨hal-00953511⟩
  • Frédéric Aman, Michel Vacher, Solange Rossato, François Portet. 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]. JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents, Jun 2012, Grenoble, France. pp.49--59. ⟨hal-00953516⟩
  • Michel Vacher, François Portet, Solange Rossato, Frédéric Aman, Caroline Golanski, et al.. Speech-based interaction in an AAL context. ISG*ISARC2012, Jun 2012, Eindhoven, The, Netherlands. pp.1-7, ⟨10.4017/gt.2012.11.02.262.651⟩. ⟨hal-00953508⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. 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]. Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, Jun 2012, Grenoble, France. pp.657--664. ⟨hal-00953509⟩
  • Mohamed El Amine Sehili, Benjamin Lecouteux, Michel Vacher, François Portet, Dan Istrate, et al.. Sound environment analysis in smart home. AmI '12 : International Joint Conference on Ambient Intelligence, Nov 2012, Pisa, Italy. pp.208-223, ⟨10.1007/978-3-642-34898-3_14⟩. ⟨hal-00840918⟩
  • Pedro Chahuara, Anthony Fleury, Michel Vacher, François Portet. Méthodes SVM et MLN pour la reconnaissance automatique d'activités humaines dans les habitats perceptifs: tests et perspectives. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00656557⟩
  • Pedro Chahuara, François Portet, Michel Vacher. Location of an Inhabitant for Domotic Assistance Through Fusion of Audio and Non-Visual Data. Pervasive Health, May 2011, Dublin, Ireland. pp.1-4. ⟨hal-00953556⟩
  • Pedro Chahuara, Michel Vacher, François Portet. Localisation d'habitant dans un espace perceptif par réseau dynamique. Représentation et Raisonnement sur le Temps et l'Espace (RTE 2011), May 2011, Chambéry, France. pp.1-10. ⟨hal-00953559⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Recognition for Home Automation: Preliminary Experimental Results in a Smart Home. IEEE SPED 2011, May 2011, Brasow, Romania. pp.41-50. ⟨hal-00953557⟩
  • Michel Vacher, Dan Istrate, François Portet, Thierry Joubert, Thierry Chevalier, et al.. The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Aug 2011, Boston, United States. pp.5291-5294. ⟨hal-00641850⟩
  • Pedro Chahuara, François Portet, Michel Vacher. Fusion of Audio and Temporal Multimodal Data by Spreading Activation for Dweller Localisation in a Smart Home. STAMI Series, Space, Time and Ambient Intelligence, Jul 2011, Barcelona, Spain. pp.17-22. ⟨hal-00953558⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic Conditions. Interspeech 2011 Florence, Aug 2011, Florence, Italy. pp.2273-2276. ⟨hal-00642306⟩
  • Michel Vacher, François Portet, Anthony Fleury, Norbert Noury. Challenges in the Processing of Audio Channels for Ambient Assisted Living. IEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.330-338. ⟨hal-00503243⟩
  • Pedro Chahuara, Michel Vacher, François Portet. Localisation d'habitant dans un environnement perceptif non visuel par propagation d'activations multisource. MajecSTIC 2010, Oct 2010, Bordeau, France. pp.1-8. ⟨hal-00953567⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. Introducing Knowledge in the Process of Supervised Classification of Activities of Daily Living in Health Smart Homes. IEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.322-329. ⟨hal-00503242⟩
  • Anthony Fleury, Michel Vacher, François Portet, Pedro Chahuara, Norbert Noury. A Multimodal Corpus Recorded in a Health Smart Home. LREC 2010, The International Conference on Language Resources and Evaluation, May 2010, Valetta, Malta. pp.99-105. ⟨hal-00486922⟩
  • François Portet, Anthony Fleury, Michel Vacher, Norbert Noury. Determining useful sensors for automatic recognition of activities of daily living in health smart home. Intelligent Data International Workshop on Analysis in Medicine and Pharmacology (IDAMAP2009), Jul 2009, Verona, Italy. pp.63-64. ⟨hal-00953578⟩
  • Michel Vacher, Nicolas Vuillerme, François Portet, Yohan Payan. Reconnaissance automatique des sons et de la parole : intérêt pour l'aide au maintien à domicile des personnes dépendantes en perte d'autonomie. Forum 4i, May 2009, Grenoble, France. ⟨hal-00953579⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. Traitement des signaux cinématiques pour la détection et la classification des transferts posturaux : le système ACTIM6D. GRETSI 2009, Sep 2009, Dijon, France. pp.ID457. ⟨hal-00422556⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. A Wavelet-Based Pattern Recognition Algorithm to Classify Postural Transitions in Humans. EUSIPCO 2009, 17th European Signal Processing Conference, Aug 2009, Glasgow, Scotland, United Kingdom. pp. 2047 - 2051. ⟨hal-00422546⟩
  • Michel Vacher, Noe Guirand, Jean-François Serignat, Anthony Fleury, Norbert Noury. Speech recognition in a smart home: some experiments for telemonitoring. SPED 2009, Jun 2009, Constanţa, Romania. pp. 171-179. ⟨hal-00422573⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. Supervised Classification of Activities of Daily Living in Health Smart Homes using SVM. IEEE EMBC 2009, Sep 2009, Minneapolis, France. pp.6099 - 6102. ⟨hal-00431887⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher. Application des SVM à la classification des Activités de la Vie Quotidienne d'une personne à partir des capteurs d'un Habitat Intelligent pour la Santé. SFC 2009, Sep 2009, Grenoble, France. pp. 33 - 36. ⟨hal-00422566⟩
  • Michel Vacher, Anthony Fleury, François Portet, Jean-François Serignat, Norbert Noury. Reconnaissance des sons et de la parole dans un Habitat Intelligent pour la Santé : expérimentations en situation non contrôlée. GRETSI 2009, Sep 2009, Dijon, France. pp.ID456. ⟨hal-00422561⟩
  • Laurent Besacier, Michel Vacher. Surveillance sonore dans un habitat intelligent. GESO: Images et Sons, Jun 2008, Lausanne, Switzerland. ⟨hal-00957420⟩
  • Anthony Fleury, Michel Vacher, Hubert Glasson, J.-F. Serignat, Norbert Noury. Data Fusion in Health Smart Home: Preliminary Individual Evaluation of Two Families of Sensors. ISG'08, Jun 2008, Pisa, Italy. pp.135. ⟨hal-00337678⟩
  • Michel Vacher, Anthony Fleury, J.-F. Serignat, Norbert Noury, Hubert Glasson. Preliminary evaluation of speech/sound recognition for telemedicine application in a real environment. Interspeech'08, Sep 2008, Brisbane, Australia. pp.496-499. ⟨hal-00337664⟩
  • Anthony Fleury, Norbert Noury, Michel Vacher, Hubert Glasson, Jean-François Serignat. Sound and Speech Detection and Classification in a Health Smart Home. EMBC'08, Aug 2008, Vancouver, Canada. pp.4644-4647. ⟨hal-00337653⟩
  • Michel Vacher, Jean-François Serignat, Stephane Chaillol. Sound Classification in a Smart Room Environment: an Approach using GMM and HMM Methods. The 4th IEEE Conference on Speech Technology and Human-Computer Dialogue (SpeD 2007), Publishing House of the Romanian Academy (Bucharest), May 2007, Iasi, Romania. pp.135-146. ⟨hal-00957418⟩
  • Dan Istrate, Michel Vacher, Jean-François Serignat. Embedded Implementation of Distress Situation Identification through Sound Analysis. 5th ICICTH Samos: International Conference on Information Communication Technologies in Health, Jul 2007, Samos Island, Greece. pp.226-231. ⟨hal-00957417⟩
  • Michel Vacher, Dan Istrate, Jean-François Serignat. Speech and Sound Analysis : an Application of Probabilistic Models. International Symposium on System Theory, Automation, Robotics, Computers, Informatics, Electronics and Instrumentation (SINTES), Oct 2007, Craiova, Romania. pp.173-178. ⟨hal-00957419⟩
  • M Vacher, J.-F Serignat, Pelayo Menendez-Garcia, D Istrate. FIRST IMPLEMENTATION OF A SOUND/SPEECH REMOTE MONITORING REAL-TIME SYSTEM FOR HOME HEALTHCARE. The 6th International Conference Communications, Jun 2006, Bucarest, Romania. pp.111-115. ⟨hal-01094416⟩
  • Dan Istrate, Michel Vacher, Jean-François Serignat. Generic Implementation of a Distress Sound Extraction System for Elder Care. The 28th IEEE EMBS Annual International Conference, EMBC, Aug 2006, New-York, United States. pp.3309 - 3312, ⟨10.1109/IEMBS.2006.259469⟩. ⟨hal-01094411⟩
  • Dan Istrate, Michel Vacher, Jean-Francois Serignat. Détection et classification des sons : application aux sons de la vie courante et à la parole. 20ème colloque GRETSI : Traitement du Signal et des Images, Sep 2005, Louvain la Neuve, Belgium. pp.485-488. ⟨hal-01092457⟩
  • Michel Vacher, Dan Istrate, Jean-François Serignat, Nicolas Gac. Detection and Speech/Sound Segmentation in a Smart Room Environment. Trends in Speech Technology, The 3rd International Conference on Speech Technology and Human-Computer Dialogue, IEEE, SpeD2005, May 2005, Cluj, Romania. ⟨hal-01092602⟩
  • Dan Istrate, Michel Vacher, Eric Castelli, Cuong-Phuong Nguyen. Sound Processing for Health Smart Home. 2nd International Conference on Smart homes and health Telematic, Sep 2004, Singapour, Singapore. pp.1-8. ⟨hal-01088500⟩
  • Dan Istrate, Michel Vacher, Jean-François Serignat, Eric Castelli. Multichannel smart sound sensor for perceptive spaces. Complex Systems, Intelligence and Modern Technology Applications, Sep 2004, Cherbourg, France. pp.691-696. ⟨hal-01088267⟩
  • M Vacher, D Istrate, Laurent Besacier, Jean-François Serignat, E Castelli. Sound Detection and Classification for Medical Telesurvey. 2nd Conference on Biomedical Engineering, Feb 2004, Innsbrück, Austria. pp.395-398. ⟨hal-01088243⟩
  • Michel Vacher, Dan Istrate, Jean-François Serignat. Sound Detection through Transient Models using Wavelet Coefficient Trees. Complex Systems, Intelligence and Modern Technology Applications, Sep 2004, Cherbourg, France. pp.367-372. ⟨hal-01088260⟩
  • Michel Vacher, Dan Istrate, Jean-François Serignat. SOUND DETECTION AND CLASSIFICATION THROUGH TRANSIENT MODELS USING WAVELET COEFFICIENT TREES. 12th European Signal Processing Conference (EUSIPCO), Sep 2004, Vienne, Austria. pp.1171-1174. ⟨hal-01088253⟩
  • Gilles Virone, Dan Istrate, Michel Vacher, Jean-François Serignat, Norbert Noury, et al.. First Steps in Data Fusion between a Multichannel Audio Acquisition and an Information System for Home Healthcare. Engineering in Medecine and Biology Conference, IEEE Engineering in Medecine and Biology Society, Sep 2003, Cancun, Mexico. pp.1364-1367. ⟨hal-01088065⟩
  • Eric Castelli, Michel Vacher, Dan Istrate, Laurent Besacier, Jean-François Sérignat. HABITAT TELEMONITORING SYSTEM BASED ON THE SOUND SURVEILLANCE. 1st International Conference on Information Communication Technologies in Health, Jul 2003, Samos, Greece, Greece. pp.141-146. ⟨hal-01085262⟩
  • Dan Istrate, Gilles Virone, Michel Vacher, Eric Castelli, Jean-François Serignat. COMMUNICATION BETWEEN A MULTICHANNEL AUDIO ACQUISITION AND AN INFORMATION SYSTEM IN A HEALTH SMART HOME FOR DATA FUSION. 7th IASTED-IMSA, Jul 2003, Hawaï, USA, United States. ⟨hal-01085268⟩
  • M Vacher, D Istrate, Laurent Besacier, Jean-François Serignat, Eric Castelli. Life Sounds Extraction and Classification in Noisy Environment. 5th IASTED-SIP, Jul 2003, Hawaï, USA, United States. ⟨hal-01085265⟩
  • Michel Vacher, Dan Istrate, Laurent Besacier, Eric Castelli, Jean-François Serignat. Smart Audio Sensor for Telemedicine. Smart Object Conference ('2003), May 2003, Grenoble, France. pp.222-225. ⟨hal-01085196⟩

Poster communications3 documents

  • Michel Vacher, Benjamin Lecouteux, Frédéric Aman, Solange Rossato, François Portet. Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home. SLPAT, 2015, Dresde, Germany. ⟨hal-02088898⟩
  • M Vacher, Dan Istrate, François Portet, Thierry Joubert, Thierry Chevalier, et al.. The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance. EMBC, 2011, Boston, United States. ⟨hal-02088823⟩
  • Benjamin Lecouteux, Michel Vacher, François Portet. Distant Speech Recognition in a Smart HomeComparison of Several Multisource ASRs in Realistic Conditions. Interspeech, 2011, Florence, Italy. ⟨hal-02088880⟩

Book sections5 documents

  • Frédéric Aman, Véronique Aubergé, Michel Vacher. Influence of expressive speech on ASR performances: application to elderly assistance in smart home. Sojka, Petr and Horak, Ales and Kopecek, Ivan and Pala, Karel. Text, Speech, and Dialogue: 19th International Conference, TSD 2016, Brno Czech Republic, September 12-16, 2016, Proceedings, Springer International Publishing, pp.522--530, 2016, 978-3-319-45510-5. ⟨10.1007/978-3-319-45510-5_60⟩. ⟨hal-01324224⟩
  • Michel Vacher, Benjamin Lecouteux, François Portet. On Distant Speech Recognition for Home Automation. Andreas HOLZINGER, Martina ZIEFLE & Carsten ROECKER. Lecture Notes in Computer Science, 8700, Springer, pp.161-188, 2015, Smart Health: Open Problems and Future Challenges, 978-3-319-16225-6. ⟨10.1007/978-3-319-16226-3_7⟩. ⟨hal-01002819⟩
  • Michel Vacher, François Portet, Benjamin Lecouteux, Caroline Golanski. Speech analysis for Ambient Assisted Living : technical and user design of a vocal order system. Fei Hu. Telhealthcare Computing and Engineering: Principles and Design, CRC Press, Taylor and Francis Group, pp.607-638, 2013, ISBN-978-1-57808-802-7. ⟨hal-00911039⟩
  • Michel Vacher, Anthony Fleury, François Portet, Jean-François Serignat, Norbert Noury. Complete Sound and Speech Recognition System for Health Smart Homes: Application to the Recognition of Activities of Daily Living. Domenico Campolo. New Developments in Biomedical Engineering, In-Tech, pp. 645 -- 673, 2010. ⟨hal-00422576⟩
  • Michel Vacher, Jean-François Serignat, Stéphane Chaillol, Dan Istrate, Vladimir Popescu. Speech and Sound Use in a Remote Monitoring System for Health Care. P. Sojka, I. Kopecek, K. Pala. Text Speech and Dialogue, 4188/2006, Springer Berlin/Heidelberg, pp.711 - 718, 2006, Lecture Notes in Computer Science, Artificial Intelligence, 978-3-540-39090-9. ⟨10.1007/11846406_89⟩. ⟨hal-01092643⟩

Directions of work or proceedings2 documents

  • Jan Alexandersson, Peter Ljunglöf, Kathleen F. Mccoy, François Portet, Brian Roark, et al.. INTERSPEECH 2013, Fourth Workshop on Speech and Language Processing for Assistive Technologies (SLPAT2013). Alexandersson, Jan and Ljunglöf, Peter and F. McCoy, Kathleen and Portet, François and Roark, Brian and Rudzicz, Frank and Vacher, Michel. ACL, pp.1-145, 2013. ⟨hal-00953250⟩
  • François Portet, Michel Vacher, Gilles Sérasset. JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats Intelligents. Portet, François and Vacher, Michel and Sérasset, Gilles. ATALA/AFCP, pp.1-69, 2012. ⟨hal-00953519⟩

Other publications2 documents

  • Michel Vacher. SWEET-HOME : système domotique d'assistance au domicile : Carte d'identité du projet. 2016. ⟨hal-01445000⟩
  • Michel Vacher. Analyse sonore dans un Habitat Intelligent pour la Santé. 2007. ⟨hal-00957421⟩

Reports1 document

  • Nicolas Balacheff, Béatrice Buccio, Patrick Chapuis, Jacky Coutin, Joëlle Coutaz, et al.. The First Four Years (2007-2010) and Beyond - Volume 1: Research Program and Activity Report. 2011. ⟨hal-00773168⟩

Habilitation à diriger des recherches1 document

  • Michel Vacher. Analyse sonore et multimodale dans le domaine de l'assistance à domicile. Intelligence artificielle [cs.AI]. Université de Grenoble, 2011. ⟨tel-00956330⟩