Michel Vacher
Présentation
Michel VACHER
Ingénieur de Recherche Hors Classe CNRS - HDR
Equipe GETALP du Laboratoire d'Informatique de Grenoble (LIG)
Centres d'intérêt
Fonctions
Responsabilités antérieures
Parcours
Publications
Publications
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Corpus generation for voice command in smart home and the effect of speech synthesis on End-to-End SLU12th Conference on Language Resources and Evaluation (LREC 2020), ELRA, May 2020, Marseille, France. pp.6395-6404 |
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Towards End-to-End spoken intent recognition in smart homeSpeD 2019 – The 10th Conference on Speech Technology and Human Computer Dialogue, Oct 2019, Timisoara, Romania. pp.1-8 |
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SLU FOR VOICE COMMAND IN SMART HOME: COMPARISON OF PIPELINE AND END-TO-END APPROACHESIEEE Automatic Speech Recognition and Understanding Workshop, Dec 2019, Sentosa, Singapore, Singapore |
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Context-Aware Voice-based Interaction in Smart Home -VocADom@A4H Corpus Collection and Empirical Assessment of its UsefulnessPICom 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⟩ |
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Context Feature Learning through Deep Learning for Adaptive Context-Aware Decision Making in the HomeThe 14th International Conference on Intelligent Environments, Jun 2018, Rome, Italy. ⟨10.1109/IE.2018.00013⟩ |
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Design methods for the projection of uses for vulnerable people20th congress international ergonomics association, IEA, Aug 2018, Florence, Italy. pp.765-773, ⟨10.1007/978-3-319-96071-5_80⟩ |
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Methods to design home support for eldersHCI International 2018, Jul 2018, Las Vegas, United States. pp.276-289, ⟨10.1007/978-3-319-92037-5_21⟩ |
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The VocADom Project: Speech Interaction for Well-being and Reliance ImprovementMobileHCI 2018 - 20th International Conference on Human-Computer Interaction with Mobile Devices and Services, Sep 2018, Barcelona, Spain |
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Towards a French Smart-Home Voice Command Corpus: Design and NLU Experiments21st 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⟩ |
Speech Recognition Results for Voice-controlled Assistive ApplicationsSpeech Technology and Human-Computer Dialogue, Jul 2017, Bucharest, Romania. pp.1-8 |
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CirdoX: an On/Off-line Multisource Speech and Sound Analysis SoftwareLanguage Resources and Evaluation Conference, ELRA, May 2016, Portoroz, Slovenia. pp.1978-1985 |
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Robustesse de la RAP à la parole expressive âgée vs. typique : contexte de commandes dans un habitat intelligentJEP-TALN-RECITAL 2016, Atelier TALPA, Jul 2016, Paris, France. pp.10-12 |
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The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People10th International Conference on Language Resources and Evaluation (LREC 2016), ELRA, May 2016, Portoroz, Slovenia. pp.1389-1396 |
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Étude préliminaire d'une méthode de prise de décision adaptative pour la commande vocale dans un habitat intelligentRFIA-RJCIA, Jun 2016, Clermont Ferrand, France. pp.2-8 |
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Using Statistico-Relational Model for Activity Recognition in Smart HomeEuropean Conference on Ambient Intelligence 2015 (AmI-15), Nov 2015, Athènes, Greece |
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Speech and Speaker Recognition for Home Automation: Preliminary Results8th International Conference Speech Technology and Human-Computer Dialogue "SpeD 2015", Oct 2015, Bucarest, Romania. pp.181-190 |
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Development of Automatic Speech Recognition Techniques for Elderly Home Support: Applications and ChallengesHuman 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⟩ |
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Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home6th Workshop on Speech and Language Processing for Assistive Technologies, SIG-SLPAT, Sep 2015, Dresden, Germany. pp.1-7 |
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Reconnaissance automatique de la parole dans les habitats intelligents : application à l'assistance à domicile4e Journées Annuelles de la Société Française des Technologies pour l'Autonomie et de Gérontechnologie, Nov 2014, Paris, France. pp.38-41 |
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Le projet CIRDO d'assistance aux personnes âgées isolées à domicileCongrès Handicap 2014 - 8ème Édition - Les technologies d'assistance : de la compensation à l'autonomie, Jun 2014, Paris, France. pp.229-235 |
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The Sweet-Home speech and multimodal corpus for home automation interactionThe 9th edition of the Language Resources and Evaluation Conference (LREC), May 2014, Reykjavik, Iceland. pp.4499-4506 |
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Multichannel Automatic Recognition of Voice Command in a Multi-Room Smart Home : an Experiment involving Seniors and Users with Visual ImpairmentInterspeech 2014, Sep 2014, Singapour, Singapore. pp.1008-1012 |
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Making Context Aware Decision from Uncertain Information in a Smart Home: A Markov Logic Network ApproachAmbient Intelligence, Dec 2013, Dublin, Ireland. pp.78--93 |
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In-home detection of distress calls: the case of aged usersthe 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2065-2067 |
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Evaluation of a Real-Time Voice Order Recognition System from Multiple Audio Channels in a Homethe 14rd Annual Conference of the International Speech Communication Association, INTERSPEECH, Aug 2013, Lyon, France. pp.2062-2064 |
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Jul 2013, Osaka, Japan. pp.7298-7301 |
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Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home4th Workshop on Speech and Language Processing for Assistive Technologies, Aug 2013, Grenoble, France. pp.99-105 |
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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 |
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How affects can perturbe the automatic speech recognition of domotic interactionsWorkshop on Affective Social Speech Signals, Aug 2013, Grenoble, France. pp.1-5 |
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Speech Recognition of Aged Voices in the AAL Context: Detection of Distress SentencesThe 7th International Conference on Speech Technology and Human-Computer Dialogue, SpeD 2013, Oct 2013, Cluj-Napoca, Romania. pp.177-184 |
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Using Markov Logic Network for On-line Activity Recognition from Non-Visual Home Automation SensorsAmbient Intelligence, Nov 2012, Pisa, Italy. pp.177--192 |
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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 |
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Méthodes SVM et MLN pour la reconnaissance automatique d'activités humaines dans les habitats perceptifs: tests et perspectivesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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Sound environment analysis in smart homeAmI '12 : International Joint Conference on Ambient Intelligence, Nov 2012, Pisa, Italy. pp.208-223, ⟨10.1007/978-3-642-34898-3_14⟩ |
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Context aware decision system in a smart home : knowledge representation and decision making using uncertain contextual informationThe 4th International Workshop on Acquisition, Representation and Reasoning with Contextualized Knowledge (ARCOE-12), Aug 2012, Montpellier, France. pp.52-64 |
Utilisation de la Reconnaissance Automatique de la Parole pour l'aide à l'autonomie des personnes âgéesActes de l'Université d'été de la E-santé, Jul 2012, Castres-Mazamet, France. pp.19--21 |
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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 |
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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 |
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Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home EnvironmentEUSIPCO (European Signal Processing Conference), Aug 2012, Bucarest, Romania. pp.1663-1667 |
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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 |
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Démarche de développement de technologies ambiantes pour le maintien à domicile des personnes dépendantes : vers une triangulation des méthodes et des approchesActes du 1er Congrès Européen de Stimulation Cognitive, May 2012, Dijon, France. pp.121--122 |
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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 |
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Speech-based interaction in an AAL contextISG*ISARC2012, Jun 2012, Eindhoven, The, Netherlands. pp.1-7, ⟨10.4017/gt.2012.11.02.262.651⟩ |
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Localisation d'habitant dans un espace perceptif par réseau dynamiqueReprésentation et Raisonnement sur le Temps et l'Espace (RTE 2011), May 2011, Chambéry, France. pp.1-10 |
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Distant Speech Recognition in a Smart Home: Comparison of Several Multisource ASRs in Realistic ConditionsInterspeech 2011 Florence, Aug 2011, Florence, Italy. pp.2273-2276 |
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and Reliance33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Aug 2011, Boston, United States. pp.5291-5294 |
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Fusion of Audio and Temporal Multimodal Data by Spreading Activation for Dweller Localisation in a Smart HomeSTAMI Series, Space, Time and Ambient Intelligence, Jul 2011, Barcelona, Spain. pp.17-22 |
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Location of an Inhabitant for Domotic Assistance Through Fusion of Audio and Non-Visual DataPervasive Health, May 2011, Dublin, Ireland. pp.1-4 |
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Distant Speech Recognition for Home Automation: Preliminary Experimental Results in a Smart HomeIEEE SPED 2011, May 2011, Brasow, Romania. pp.41-50 |
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A Multimodal Corpus Recorded in a Health Smart HomeLREC 2010, The International Conference on Language Resources and Evaluation, May 2010, Valetta, Malta. pp.99-105 |
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Localisation d'habitant dans un environnement perceptif non visuel par propagation d'activations multisourceMajecSTIC 2010, Oct 2010, Bordeau, France. pp.1-8 |
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Challenges in the Processing of Audio Channels for Ambient Assisted LivingIEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.330-338 |
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Introducing Knowledge in the Process of Supervised Classification of Activities of Daily Living in Health Smart HomesIEEE HealthCom 2010 - 12th International Conference on E-health Networking, Application & Services, Jul 2010, Lyon, France. pp.322-329 |
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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 SantéSFC 2009, Sep 2009, Grenoble, France. pp. 33 - 36 |
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A Wavelet-Based Pattern Recognition Algorithm to Classify Postural Transitions in HumansEUSIPCO 2009, 17th European Signal Processing Conference, Aug 2009, Glasgow, Scotland, United Kingdom. pp. 2047 - 2051 |
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Speech recognition in a smart home: some experiments for telemonitoringSPED 2009, Jun 2009, Constanţa, Romania. pp. 171-179 |
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Supervised Classification of Activities of Daily Living in Health Smart Homes using SVMIEEE EMBC 2009, Sep 2009, Minneapolis, France. pp.6099 - 6102 |
Reconnaissance automatique des sons et de la parole : intérêt pour l'aide au maintien à domicile des personnes dépendantes en perte d'autonomieForum 4i, May 2009, Grenoble, France |
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Reconnaissance des sons et de la parole dans un Habitat Intelligent pour la Santé : expérimentations en situation non contrôléeGRETSI 2009, Sep 2009, Dijon, France. pp.ID456 |
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Traitement des signaux cinématiques pour la détection et la classification des transferts posturaux : le système ACTIM6DGRETSI 2009, Sep 2009, Dijon, France. pp.ID457 |
Determining useful sensors for automatic recognition of activities of daily living in health smart homeIntelligent Data International Workshop on Analysis in Medicine and Pharmacology (IDAMAP2009), Jul 2009, Verona, Italy. pp.63-64 |
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Surveillance sonore dans un habitat intelligentGESO: Images et Sons, Jun 2008, Lausanne, Switzerland |
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Data Fusion in Health Smart Home: Preliminary Individual Evaluation of Two Families of SensorsISG'08, Jun 2008, Pisa, Italy. pp.135 |
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Sound and Speech Detection and Classification in a Health Smart HomeEMBC'08, Aug 2008, Vancouver, Canada. pp.4644-4647 |
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Preliminary evaluation of speech/sound recognition for telemedicine application in a real environmentInterspeech'08, Sep 2008, Brisbane, Australia. pp.496-499 |
Speech and Sound Analysis : an Application of Probabilistic ModelsInternational Symposium on System Theory, Automation, Robotics, Computers, Informatics, Electronics and Instrumentation (SINTES), Oct 2007, Craiova, Romania. pp.173-178 |
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Sound Classification in a Smart Room Environment: an Approach using GMM and HMM MethodsThe 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 |
Embedded Implementation of Distress Situation Identification through Sound Analysis5th ICICTH Samos: International Conference on Information Communication Technologies in Health, Jul 2007, Samos Island, Greece. pp.226-231 |
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Generic Implementation of a Distress Sound Extraction System for Elder CareThe 28th IEEE EMBS Annual International Conference, EMBC, Aug 2006, New-York, United States. pp.3309 - 3312, ⟨10.1109/IEMBS.2006.259469⟩ |
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FIRST IMPLEMENTATION OF A SOUND/SPEECH REMOTE MONITORING REAL-TIME SYSTEM FOR HOME HEALTHCAREThe 6th International Conference Communications, Jun 2006, Bucarest, Romania. pp.111-115 |
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Détection et classification des sons : application aux sons de la vie courante et à la parole20ème colloque GRETSI : Traitement du Signal et des Images, Sep 2005, Louvain la Neuve, Belgium. pp.485-488 |
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Detection and Speech/Sound Segmentation in a Smart Room EnvironmentTrends in Speech Technology, The 3rd International Conference on Speech Technology and Human-Computer Dialogue, IEEE, SpeD2005, May 2005, Cluj, Romania |
Sound Processing for Health Smart Home2nd International Conference on Smart homes and health Telematic, Sep 2004, Singapour, Singapore. pp.1-8 |
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SOUND DETECTION AND CLASSIFICATION THROUGH TRANSIENT MODELS USING WAVELET COEFFICIENT TREES12th European Signal Processing Conference (EUSIPCO), Sep 2004, Vienne, Austria. pp.1171-1174 |
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Sound Detection and Classification for Medical Telesurvey2nd Conference on Biomedical Engineering, Feb 2004, Innsbrück, Austria. pp.395-398 |
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Multichannel smart sound sensor for perceptive spacesComplex Systems, Intelligence and Modern Technology Applications, Sep 2004, Cherbourg, France. pp.691-696 |
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Sound Detection through Transient Models using Wavelet Coefficient TreesComplex Systems, Intelligence and Modern Technology Applications, Sep 2004, Cherbourg, France. pp.367-372 |
First Steps in Data Fusion between a Multichannel Audio Acquisition and an Information System for Home HealthcareEngineering in Medecine and Biology Conference, IEEE Engineering in Medecine and Biology Society, Sep 2003, Cancun, Mexico. pp.1364-1367 |
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Smart Audio Sensor for TelemedicineSmart Object Conference ({SOC}'2003), May 2003, Grenoble, France. pp.222-225 |
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COMMUNICATION BETWEEN A MULTICHANNEL AUDIO ACQUISITION AND AN INFORMATION SYSTEM IN A HEALTH SMART HOME FOR DATA FUSION7th IASTED-IMSA, Jul 2003, Hawaï, USA, United States |
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HABITAT TELEMONITORING SYSTEM BASED ON THE SOUND SURVEILLANCE1st International Conference on Information Communication Technologies in Health, Jul 2003, Samos, Greece, Greece. pp.141-146 |
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Life Sounds Extraction and Classification in Noisy Environment5th IASTED-SIP, Jul 2003, Hawaï, USA, United States |
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Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart HomeSLPAT, 2015, Dresde, Germany |
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The SWEET-HOME Project: Audio Technology in Smart Homes to improve Well-being and RelianceEMBC, 2011, Boston, United States |
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Distant Speech Recognition in a Smart HomeComparison of Several Multisource ASRs in Realistic ConditionsInterspeech, 2011, Florence, Italy |
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 |
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JEP-TALN-RECITAL 2012, Atelier ILADI 2012: Interactions Langagières pour personnes Agées Dans les habitats IntelligentsPortet, François and Vacher, Michel and Sérasset, Gilles. ATALA/AFCP, pp.1-69, 2012 |
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Influence of expressive speech on ASR performances: application to elderly assistance in smart homeSojka, 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⟩ |
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On Distant Speech Recognition for Home AutomationAndreas 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⟩ |
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Speech analysis for Ambient Assisted Living : technical and user design of a vocal order systemFei Hu. Telhealthcare Computing and Engineering: Principles and Design, CRC Press, Taylor and Francis Group, pp.607-638, 2013, ISBN-978-1-57808-802-7 |
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Complete Sound and Speech Recognition System for Health Smart Homes: Application to the Recognition of Activities of Daily LivingDomenico Campolo. New Developments in Biomedical Engineering, In-Tech, pp. 645 -- 673, 2010 |
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Speech and Sound Use in a Remote Monitoring System for Health CareP. 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⟩ |
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SWEET-HOME : système domotique d'assistance au domicile2016 |
Analyse sonore dans un Habitat Intelligent pour la Santé2007 |
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Analyse sonore et multimodale dans le domaine de l'assistance à domicileIntelligence artificielle [cs.AI]. Université de Grenoble, 2011 |