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28

Patrice Guyot

Associate professor in audio and information technology 

Euromov Digital Health in Motion - IMT Mines Ales / Univ. Montpellier

Within the Perception In Action & Synchronization theme, my current work focus on sound / movements interactions. My research activities include indexation, semantic description, and perception of audio or audiovisual data, through the following topics:

  • sound event detection
  • data visualisation
  • categorization
  • sonification

as well as automatic analysis of:

  • soundscapes
  • bioacoustic data
  • music
  • time series
  • gestures

Journal articles6 documents

  • Geoffrey Roman Jimenez, Patrice Guyot, Thierry Malon, Sylvie Chambon, Vincent Charvillat, et al.. Improving vehicle re‐identification using CNN latent spaces: Metrics comparison and track‐to‐track extension. IET Computer Vision, IET, 2021, 15 (2), pp.85-98. ⟨10.1049/cvi2.12010⟩. ⟨hal-03126045v2⟩
  • Matt Coler, Patrice Guyot, Edwin Banegas-Flores. Verbal art as heuristic for semantic analyses : How non-prosodic poetic structure in the verbal art of Muylaq’ Aymara (Muylaque, Peru) reveals semantic categories. LIAMES: Línguas Indígenas Americanas, 2020, 20, pp.e020011. ⟨10.20396/liames.v20i0.8660368⟩. ⟨hal-02958763⟩
  • Jonathan Carruthers-Jones, Alice Eldridge, Patrice Guyot, Christopher Hassall, George Holmes. The call of the wild: Investigating the potential for ecoacoustic methods in mapping wilderness areas. Science of the Total Environment, Elsevier, 2019, 695, pp.133797. ⟨10.1016/j.scitotenv.2019.133797⟩. ⟨hal-03683536⟩
  • Nicolas Dauban, Paul Albenge, Ludovic Florin, Julien Pinquier, Christine Sénac, et al.. Catégorisation libre d'extraits musicaux et analyse automatique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2018, ⟨10.3166/RIA.28.1-16⟩. ⟨hal-01910888⟩
  • Alice Eldridge, Patrice Guyot, Paola Moscoso, Alison Johnston, ying Eyre-Walker, et al.. Sounding out ecoacoustic metrics: Avian species richness is predicted by acoustic indices in temperate but not tropical habitats. Ecological Indicators, Elsevier, 2018, 95 (1), pp.939-952. ⟨10.1016/j.ecolind.2018.06.012⟩. ⟨hal-02124075⟩
  • Patrice Guyot, Olivier Houix, Nicolas Misdariis, Patrick Susini, Julien Pinquier, et al.. Identification of categories of liquid sounds. Journal of the Acoustical Society of America, Acoustical Society of America, 2017, 142 (2), pp.878-889. ⟨10.1121/1.4996124⟩. ⟨hal-01578629⟩

Conference papers19 documents

  • Hamza Bayd, Patrice Guyot, Benoit Bardy, Pierre Slangen. Automatic scoring of synchronization from fingers motion capture and music beats. ISHAPE 2022 - 1st Int. Workshop on Intelligent Systems in Human and Artificial Perception, May 2022, Lecce, Italy. ⟨hal-03682819⟩
  • Patrice Guyot, Fanny Alix, Thomas Guerin, Elie Lambeaux, Alexis Rotureau. Fish migration monitoring from audio detection with CNNs. Audiomostly 2021 - a conference on interaction with sound, Sep 2021, Trento (virtual), Italy. ⟨10.1145/3478384.3478393⟩. ⟨hal-03330991⟩
  • Emmanuel Vallance, Nicolas Sutton-Charani, Patrice Guyot, S. Perrey. Can we predict the internal load (perceived exertion) from the external load (GPS) with machine learning?. ACAPS 2021 - 19ème congrès international des chercheurs en Activités Physiques et Sportives, Oct 2021, Montpellier, France. ⟨hal-03443310⟩
  • Léo Cances, Patrice Guyot, Thomas Pellegrini. Evaluation of Post-Processing Algorithms for Polyphonic Sound Event Detection. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2019), Oct 2019, New Paltz, NY, United States. pp.318-322, ⟨10.1109/WASPAA.2019.8937143⟩. ⟨hal-02942302⟩
  • Léo Cances, Thomas Pellegrini, Patrice Guyot. Sound event detection from weak annotations: weighted-GRU versus multi-instance-learning. Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018) - IEEE AASP 2018, Nov 2018, Surrey, United Kingdom. pp.64--68. ⟨hal-02983147⟩
  • Fanny Catteau, Marion Blondel, Coralie Vincent, Patrice Guyot, Dominique Boutet. Variation prosodique et traduction poétique (LSF/français) : Que devient la prosodie lorsqu’elle change de canal ?. Journées d’Étude sur la Parole, Jul 2016, Paris, France. pp.750-758. ⟨halshs-01354719⟩
  • Patrice Guyot, Alice Eldridge, ying Chen Eyre-Walker, Alison Johnston, Thomas Pellegrini, et al.. Sinusoidal modelling for ecoacoustics. Annual conference Interspeech (INTERSPEECH 2016), Sep 2016, San Francisco, United States. pp. 2602-2606. ⟨hal-01474894⟩
  • Patrice Guyot, Thomas Pellegrini. Vers la transcription automatique de gestes du soundpainting pour l'analyse de performances interactives. Journées d'Informatique Musicale (JIM 2016), Mar 2016, Albi, France. pp. 118-123. ⟨hal-01530246⟩
  • Patrice Guyot, Julien Pinquier. Soundscape visualization: a new approach based on automatic annotation and Samocharts. 10th European Congress and Exposition on Noise Control Engineering (EuroNoise 2015), May 2015, Maastricht, Netherlands. pp. 1489-1494. ⟨hal-01387722⟩
  • Patrice Guyot, Julien Pinquier. Browsing soundscapes. 1st International Conference on Technologies for Music Notation and Representation (TENOR 2015), May 2015, Paris, France. pp. 1-8. ⟨hal-01375409⟩
  • Dimitrios Batras, Marion Blondel, Dominique Boutet, Chu-yin Chen, Fanny Catteau, et al.. On the CIGALE project. The Digital Subject: Codes, Labex ArtsH2H, Nov 2015, Paris et Saint-Denis, France. ⟨hal-01233473⟩
  • Patrice Guyot, Olivier Houix, Nicolas Misdariis, Patrick Susini, Julien Pinquier, et al.. Catégorisation des sons de liquide. 12ème Congres Francais d'Acoustique (CFA 2014), Apr 2014, Poitiers, France. ⟨hal-01107150⟩
  • Marwa Thlithi, Thomas Pellegrini, Julien Pinquier, Régine André-Obrecht, Patrice Guyot. Application du critère BIC pour la segmentation en tours de chant. 30ème Journées d'Etudes sur la Parole (JEP 2014), Association Francophone de la Communication Parlée (AFCP); Laboratoire d'Informatique de Nantes Atlantique (LINA); Laboratoire d'Informatique de l'Université du Maine (LIUM), Jun 2014, Le Mans, France. ⟨hal-03684164⟩
  • Thomas Pellegrini, Patrice Guyot, Baptiste Angles, Christophe Mollaret, Christophe Mangou. Towards soundpainting gesture recognition. 9th Audio Mostly: A Conference on Interaction With Sound (AM 2014), Oct 2014, Aalborg, France. pp.1-6, ⟨10.1145/2636879.2636899⟩. ⟨hal-03684147⟩
  • Patrice Guyot, Julien Pinquier, Régine André-Obrecht. Water sound recognition based on physical models. IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2013, May 2013, Vancouver, Canada. pp. 793-797. ⟨hal-01147995⟩
  • Patrice Guyot, Julien Pinquier, Xavier Valero Gonzalez, Francesc Alias. Two-step detection of water sound events for the diagnostic and monitoring of dementia. IEEE International Conference on Multimedia & Expo - ICME, Jul 2013, San Jose, United States. pp. 1-6. ⟨hal-01148156⟩
  • Patrice Guyot, Julien Pinquier, Régine André-Obrecht. Reconnaissance de sons d'eau pour l'indexation en activités de la vie quotidienne. Workshop - Alzheimer, Approche pluridisciplinaire - De la recherche clinique aux avancées technologiques - 2013, Jan 2013, Toulouse, France. pp. 147-161. ⟨hal-01142073⟩
  • Patrice Guyot, Julien Pinquier, Régine André-Obrecht. Water flow detection from a wearable device with a new feature, the spectral cover. 10th International Workshop on Content-Based Multimedia Indexing (CBMI 2012), Jun 2012, Annecy, France. pp.1-6, ⟨10.1109/CBMI.2012.6269814⟩. ⟨hal-03684272⟩
  • Julien Pinquier, Svebor Karaman, Laetitia Letoupin, Patrice Guyot, Rémi Mégret, et al.. Strategies for multiple feature fusion with Hierarchical HMM: Application to activity recognition from wearable audiovisual sensors. 21st International Conference on Pattern Recognition (ICPR 2012), Nov 2012, Tsukuba, Japan. pp.3192 - 3195. ⟨hal-00853854⟩

Book sections1 document

  • Jean-François Jégo, Chu-yin Chen, Marie-Hélène Tramus, Judith Guez, Boutet D.,, et al.. CIGALE : article publié dans actes de colloque. "Scription — ex-scription", actes colloque international Le sujet Digital, Labex-Arts-H2H, Université Paris 8, 2013. ⟨hal-02523868⟩

Other publications1 document

Theses1 document

  • Patrice Guyot. Caractérisation et reconnaissance de sons d'eau pour le suivi des activités de la vie quotidienne : une approche fondée sur le signal, l'acoustique et la perception. Son [cs.SD]. Université toulouse 3 Paul Sabatier, 2014. Français. ⟨tel-03684236⟩