Stéphane Dupont

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 62

Top Venues

Publications

Ahmad Hammoudeh, Stéphane Dupont
Deep learning in medical image registration: introduction and survey. CoRR (2023)
Omar Seddati, Nathan Hubens, Stéphane Dupont, Thierry Dutoit
A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation. CoRR (2023)
Hugo Bohy, Ahmad Hammoudeh, Antoine Maiorca, Stéphane Dupont, Thierry Dutoit
Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex. CoRR (2022)
Ahmad Hammoudeh, Bastien Vanderplaetse, Stéphane Dupont
Soccer captioning: dataset, transformer-based model, and triple-level evaluation. EUSPN/ICTH (2022)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Multimodal Attentive Fusion Network for audio-visual event recognition. Inf. Fusion 85 (2022)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit
Transformers and CNNs both Beat Humans on SBIR. CoRR (2022)
Ahmad Hammoudeh, Stéphane Dupont
The prediction of residential building consumption using profiling and time encoding. EUSPN/ICTH (2022)
Ahmad Hammoudeh, Bastien Vanderplaetse, Stéphane Dupont
Deep soccer captioning with transformer: dataset, semantics-related losses, and multi-level evaluation. CoRR (2022)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit
Towards Human Performance on Sketch-Based Image Retrieval. CBMI (2022)
Mahnaz Parian, Claire Walzer, Luca Rossetto, Silvan Heller, Stéphane Dupont, Heiko Schuldt
Gesture of Interest: Gesture Search for Multi-Person, Multi-Perspective TV Footage. CBMI (2021)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Multi-level Attention Fusion Network for Audio-visual Event Recognition. CoRR (2021)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
SECL-UMons Database for Sound Event Classification and Localization. ICASSP (2020)
Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont
Hybrid-task learning for robust automatic speech recognition. Comput. Speech Lang. 64 (2020)
Mahnaz Amiri Parian, Luca Rossetto, Heiko Schuldt, Stéphane Dupont
Are You Watching Closely? Content-based Retrieval of Hand Gestures. ICMR (2020)
Mathilde Brousmiche, Stéphane Dupont, Jean Rouat
AVECL-UMONS database for audio-visual event classification and localization. CoRR (2020)
Jean-Benoit Delbrouck, Noé Tits, Stéphane Dupont
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition. CoRR (2020)
Mathilde Brousmiche, Stéphane Dupont, Jean Rouat
Intra and Inter-modality Interactions for Audio-visual Event Detection. HUMA @ ACM Multimedia (2020)
Jean-Benoit Delbrouck, Noé Tits, Mathilde Brousmiche, Stéphane Dupont
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis. CoRR (2020)
Bastien Vanderplaetse, Stéphane Dupont
Improved Soccer Action Spotting using both Audio and Video Streams. CVPR Workshops (2020)
Bastien Vanderplaetse, Stéphane Dupont
Improved Soccer Action Spotting using both Audio and Video Streams. CoRR (2020)
Jean-Benoit Delbrouck, Bastien Vanderplaetse, Stéphane Dupont
Can adversarial training learn image captioning ? CoRR (2019)
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. MLSP (2019)
Jean-Benoit Delbrouck, Antoine Maiorca, Nathan Hubens, Stéphane Dupont
Modulated Self-attention Convolutional Network for VQA. CoRR (2019)
Jean-Benoit Delbrouck, Stéphane Dupont
Adversarial reconstruction for Multi-modal Machine Translation. CoRR (2019)
Jean-Benoit Delbrouck, Stéphane Dupont
Bringing back simplicity and lightliness into neural image captioning. CoRR (2018)
Louise Heron, Jaebok Kim, Minha Lee, Kevin El Haddad, Stéphane Dupont, Thierry Dutoit, Khiet P. Truong
A Dyadic Conversation Dataset on Moral Emotions. FG (2018)
Kosmas Dimitropoulos, Filareti Tsalakanidou, Spiros Nikolopoulos, Ioannis Kompatsiaris, Nikos Grammalidis, Sotiris Manitsaris, Bruce Denby, Lise Crevier-Buchman, Stéphane Dupont, Vasileios S. Charisis, Leontios J. Hadjileontiadis, Francesca Pozzi, Marius Cotescu, Selami Ciftci, Anastasios Katos, Athanasios Manitsaris
A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures. IEEE Intell. Syst. 33 (6) (2018)
Laurence Devillers, Sophie Rosset, Guillaume Dubuisson Duplessis, Lucile Bechade, Yucel Yemez, Bekir Berker Türker, T. Metin Sezgin, Engin Erzin, Kevin El Haddad, Stéphane Dupont, Paul Deléglise, Yannick Estève, Carole Lailler, Emer Gilmartin, Nick Campbell
Multifaceted Engagement in Social Interaction with a Machine: The JOKER Project. FG (2018)
Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont, Thierry Dutoit
Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition. SLSP (2018)
Jean-Benoit Delbrouck, Stéphane Dupont
Object-oriented Targets for Visual Navigation using Rich Semantic Representations. CoRR (2018)
Jean-Benoit Delbrouck, Stéphane Dupont
UMONS Submission for WMT18 Multimodal Translation Task. CoRR (2018)
Jean-Benoit Delbrouck, Stéphane Dupont
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. CoRR (2017)
Luca Rossetto, Ivan Giangreco, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati
Enhanced Retrieval and Browsing in the IMOTION System. MMM (2) (2017)
Jean-Benoit Delbrouck, Stéphane Dupont
Modulating and attending the source image during encoding improves Multimodal Translation. CoRR (2017)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
DeepSketch 3 - Analyzing deep neural networks features for better sketch recognition and sketch-based image retrieval. Multim. Tools Appl. 76 (21) (2017)
Sean U. N. Wood, Jean Rouat, Stéphane Dupont, Gueorgui Pironkov
Blind Speech Separation and Enhancement With GCC-NMF. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
Quadruplet Networks for Sketch-Based Image Retrieval. ICMR (2017)
Kevin El Haddad, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit
Amused speech components analysis and classification: Towards an amusement arousal level assessment system. Comput. Electr. Eng. 62 (2017)
Kevin El Haddad, Ilaria Torre, Emer Gilmartin, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit, Nick Campbell
Introducing AmuS: The Amused Speech Database. SLSP (2017)
Gueorgui Pironkov, Stéphane Dupont, Sean U. N. Wood, Thierry Dutoit
Noise and Speech Estimation as Auxiliary Tasks for Robust Speech Recognition. SLSP (2017)
Omar Seddati, Nada Ben-Lhachemi, Stéphane Dupont, Saïd Mahmoudi
UMONS @ MediaEval 2017: Diverse Social Images Retrieval. MediaEval (2017)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
Triplet Networks Feature Masking for Sketch-Based Image Retrieval. ICIAR (2017)
Jean-Benoit Delbrouck, Stéphane Dupont
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation. CoRR (2017)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Investigating the impact of the training data volume for robust speech recognition using multi-task learning. ISSPIT (2017)
Jean-Benoit Delbrouck, Stéphane Dupont, Omar Seddati
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation. CoRR (2017)
Jean-Benoit Delbrouck, Stéphane Dupont
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation. EMNLP (2017)
Lucile Bechade, Kevin El Haddad, Juliette Bourquin, Stéphane Dupont, Laurence Devillers
A corpus for experimental study of affect bursts in human-robot interaction. ISIAA@ICMI (2017)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi, Mahnaz Parian
Towards Good Practices for Image Retrieval Based on CNN Features. ICCV Workshops (2017)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Speaker-aware long short-term memory multi-task learning for speech recognition. EUSIPCO (2016)
Claudiu Tanase, Luca Rossetto, Ivan Giangreco, Heiko Schuldt, Stéphane Dupont, Omar Seddati
The IMOTION System at TRECVID 2016: The Ad-Hoc Video Search Task. TRECVID (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Multi-task learning for speech recognition: an overview. ESANN (2016)
Claudiu Tanase, Ivan Giangreco, Luca Rossetto, Heiko Schuldt, Omar Seddati, Stéphane Dupont, Ozan Can Altiok, T. Metin Sezgin
Semantic Sketch-Based Video Retrieval with Autocompletion. IUI Companion (2016)
Nikolaos Grammalidis, Kosmas Dimitropoulos, Filareti Tsalakanidou, Alexandros Kitsikidis, Pierre Roussel, Bruce Denby, Patrick Chawah, Lise Buchman, Stéphane Dupont, Sohaib Laraba, Benjamin Picart, Mickaël Tits, Joëlle Tilmanne, Stelios Hadjidimitriou, Leontios J. Hadjileontiadis, Vasileios S. Charisis, Christina Volioti, Athanasia Stergiaki, Athanasios Manitsaris, Odysseas Bouzos, Sotiris Manitsaris
The i-Treasures Intangible Cultural Heritage dataset. MOCO (2016)
Luca Rossetto, Ivan Giangreco, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Yusuf Sahillioglu
iAutoMotion - an Autonomous Content-Based Video Retrieval Engine. MMM (2) (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Speaker-aware Multi-Task Learning for automatic speech recognition. ICPR (2016)
Stéphane Dupont, Omar Seddati, Saïd Mahmoudi
DeepSketch 2: Deep convolutional neural networks for partial sketch recognition. CBMI (2016)
Kevin El Haddad, Hüseyin Çakmak, Emer Gilmartin, Stéphane Dupont, Thierry Dutoit
Towards a listening agent: a system generating audiovisual laughs and smiles to show interest. ICMI (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
I-Vector estimation as auxiliary task for Multi-Task Learning based acoustic modeling for automatic speech recognition. SLT (2016)
Kevin El Haddad, Hüseyin Çakmak, Martin Sulír, Stéphane Dupont, Thierry Dutoit
Audio affect burst synthesis: A multilevel synthesis system for emotional expressions. EUSIPCO (2016)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
DeepSketch2Image: Deep Convolutional Neural Networks for Partial Sketch Recognition and Image Retrieval. ACM Multimedia (2016)
Luca Rossetto, Ivan Giangreco, Silvan Heller, Claudiu Tanase, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Ozan Can Altiok, Yusuf Sahillioglu
IMOTION - Searching for Video Sequences Using Multi-Shot Sketch Queries. MMM (2) (2016)
Kevin El Haddad, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit
AVAB-DBS: an Audio-Visual Affect Bursts Database for Synthesis. LREC (2016)
Samer Al Kork, Deniz Ugurca, C. Sahin, Patrick Chawah, Lise Crevier-Buchman, Martine Adda-Decker, Kele Xu, Bruce Denby, Pierre Roussel-Ragot, Benjamin Picart, Stéphane Dupont, Filareti Tsalakanidou, Alexandros Kitsikidis, Francesca Maria Dagnino, Michela Ott, Francesca Pozzi, Maureen Stone, Erdal Yilmaz
A Novel Human Interaction Game-like Application to Learn, Perform and Evaluate Modern Contemporary Singing - "Human Beat Box". VISAPP (2) (2015)
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi
DeepSketch: Deep convolutional neural networks for sketch recognition and similarity search. CBMI (2015)
Kevin El Haddad, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit
Breath and repeat: An attempt at enhancing speech-laugh synthesis quality. EUSIPCO (2015)
Laurence Devillers, Sophie Rosset, Guillaume Dubuisson Duplessis, Mohamed El Amine Sehili, Lucile Bechade, Agnès Delaborde, Clément Gossart, Vincent Letard, Fan Yang, Yücel Yemez, Bekir Berker Turker, T. Metin Sezgin, Kevin El Haddad, Stéphane Dupont, Daniel Luzzati, Yannick Estève, Emer Gilmartin, Nick Campbell
Multimodal data collection of human-robot humorous interactions in the Joker project. ACII (2015)
Luca Rossetto, Ivan Giangreco, Heiko Schuldt, Stéphane Dupont, Omar Seddati, T. Metin Sezgin, Yusuf Sahillioglu
IMOTION - A Content-Based Video Retrieval Engine. MMM (2) (2015)
Kevin El Haddad, Stéphane Dupont, Hüseyin Çakmak, Thierry Dutoit
Shaking and speech-smile vowels classification: An attempt at amusement arousal estimation from speech signals. GlobalSIP (2015)
Kevin El Haddad, Hüseyin Çakmak, Stéphane Dupont, Thierry Dutoit
Towards a level assessment system of amusement in speech signals: Amused speech components classification. ISSPIT (2015)
Erdal Yilmaz, Deniz Ugurca, C. Sahin, Francesca Maria Dagnino, Michela Ott, Francesca Pozzi, Kosmas Dimitropoulos, Filareti Tsalakanidou, Alexandros Kitsikidis, Samer Al Kork, Kele Xu, Bruce Denby, Pierre Roussel, Patrick Chawah, Lise Crevier-Buchman, Martine Adda-Decker, Stéphane Dupont, Benjamin Picart, Joëlle Tilmanne, Marilena Alivizatou, Leontios J. Hadjileontiadis, Vassilios S. Charisis, Alina Glushkova, Christina Volioti, Athanasios Manitsaris, Edgar Hemery, Fabien Moutarde, Nikolaos Grammalidis
Novel 3D Game-like Applications Driven by Body Interactions for Learning Specific Forms of Intangible Cultural Heritage. VISAPP (2) (2015)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Investigating sparse deep neural networks for speech recognition. ASRU (2015)
Omar Seddati, Emre Kulah, Gueorgui Pironkov, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit
UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. MediaEval (2015)
Kevin El Haddad, Hüseyin Çakmak, Alexis Moinet, Stéphane Dupont, Thierry Dutoit
An HMM approach for synthesizing amused speech with a controllable intensity of smile. ISSPIT (2015)
Benjamin Picart, Sandrine Brognaux, Stéphane Dupont
Analysis and automatic recognition of Human BeatBox sounds: A comparative study. ICASSP (2015)
Kevin El Haddad, Stéphane Dupont, Jérôme Urbain, Thierry Dutoit
Speech-laughs: An HMM-based approach for amused speech synthesis. ICASSP (2015)
Kevin El Haddad, Stéphane Dupont, Nicolas D'Alessandro, Thierry Dutoit
An HMM-based speech-smile synthesis system: An approach for amusement synthesis. FG (2015)
Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit
AudioMetro: directing search for sound designers through content-based cues. Audio Mostly Conference (2014)
Christian Frisson, François Rocca, Stéphane Dupont, Thierry Dutoit, Damien Grobet, Rudi Giot, Mohammed El Brouzi, Samir Bouaziz, Willy Yvart, Sylvie Merviel
Tangible needle, digital haystack: tangible interfaces for reusing media content organized by similarity. Tangible and Embedded Interaction (2014)
Jérôme Urbain, Hüseyin Çakmak, Aurelie Charlier, Maxime Denti, Thierry Dutoit, Stéphane Dupont
Arousal-Driven Synthesis of Laughter. IEEE J. Sel. Top. Signal Process. 8 (2) (2014)
Christian Frisson, Stéphane Dupont, Willy Yvart, Nicolas Riche, Xavier Siebert, Thierry Dutoit
A Proximity Grid Optimization Method to Improve Audio Search for Sound Design. ISMIR (2014)
Cédric Sabato, Aurélien Giraudet, Virginie Delattre, Yves Desnos, Christian Frisson, Rudi Giot, Willy Yvart, François Rocca, Stéphane Dupont, Guy Vandem Bemden, Sylvie Leleu-Merviel, Thierry Dutoit
Scenarizing CADastre Exquisse: A Crossover between Snoezeling in Hospitals/Domes, and Authoring/Experiencing Soundful Comic Strips. MMM (2) (2014)
Kosmas Dimitropoulos, Sotiris Manitsaris, Filareti Tsalakanidou, Spiros Nikolopoulos, Bruce Denby, Samer Al Kork, Lise Crevier-Buchman, Claire Pillot-Loiseau, Martine Adda-Decker, Stéphane Dupont, Joëlle Tilmanne, Michela Ott, Marilena Alivizatou, Erdal Yilmaz, Leontios J. Hadjileontiadis, Vassilios S. Charisis, Olivier Deroo, Athanasios Manitsaris, Ioannis Kompatsiaris, Nikos Grammalidis
Capturing the Intangible - An Introduction to the I-Treasures Project. VISAPP (2) (2014)
Stéphane Dupont, Thierry Ravet
Improved Audio Classification Using a Novel Non-Linear Dimensionality Reduction Ensemble Approach. ISMIR (2013)
Christian Frisson, Stéphane Dupont, Alexis Moinet, Cécile Picard-Limpens, Thierry Ravet, Xavier Siebert, Thierry Dutoit
VideoCycle: User-Friendly Navigation by Similarity in Video Databases. MMM (2) (2013)
Loïc Reboursière, Stéphane Dupont
EGT: Enriched Guitar Transcription. INTETAIN (2013)
Christian Frisson, Gauthier Keyaerts, Fabien Grisard, Stéphane Dupont, Thierry Ravet, François Zajéga, Laura Colmenares Guerra, Todor Todoroff, Thierry Dutoit
MashtaCycle: On-Stage Improvised Audio Collage by Content-Based Similarity and Gesture Recognition. INTETAIN (2013)
Stéphane Dupont, Thierry Ravet, Cécile Picard-Limpens, Christian Frisson
Nonlinear dimensionality reduction approaches applied to music and textural sounds. ICME (2013)
Radoslaw Niewiadomski, Jennifer Hofmann, Jérôme Urbain, Tracey Platt, Johannes Wagner, Bilal Piot, Hüseyin Çakmak, Sathish Pammi, Tobias Baur, Stéphane Dupont, Matthieu Geist, Florian Lingenfelser, Gary McKeown, Olivier Pietquin, Willibald Ruch
Laugh-aware virtual agent and its impact on user amusement. AAMAS (2013)
Maurizio Mancini, Laurent Ach, Emeline Bantegnie, Tobias Baur, Nadia Berthouze, Debajyoti Datta, Yu Ding, Stéphane Dupont, Harry J. Griffin, Florian Lingenfelser, Radoslaw Niewiadomski, Catherine Pelachaud, Olivier Pietquin, Bilal Piot, Jérôme Urbain, Gualtiero Volpe, Johannes Wagner
Laugh When You're Winning. eNTERFACE (2013)
Christian Frisson, Stéphane Dupont, Julien Leroy, Alexis Moinet, Thierry Ravet, Xavier Siebert, Thierry Dutoit
LoopJam: turning the dance floor into a collaborative instrumental map. NIME (2012)
Loïc Reboursière, Otso Lähdeoja, Thomas Drugman, Stéphane Dupont, Cécile Picard-Limpens, Nicolas Riche
Left and right-hand guitar playing techniques detection. NIME (2012)
Christian Frisson, Benoît Macq, Stéphane Dupont, Xavier Siebert, Damien Tardieu, Thierry Dutoit
DeviceCycle: Rapid and Reusable Prototyping of Gestural Interfaces, Applied to Audio Browsing by Similarity. NIME (2010)
Damien Tardieu, Xavier Siebert, Stéphane Dupont, Barbara Mazzarino, B. Blumenthal
An interactive installation for browsing a dance video database. ICME (2010)
Damien Tardieu, Xavier Siebert, Barbara Mazzarino, Ricardo Chessini, Julien Dubois, Stéphane Dupont, Giovanna Varni, Alexandra Visentin
Browsing a dance video collection: dance analysis and interface design. J. Multimodal User Interfaces 4 (1) (2010)
Stéphane Dupont, Thomas Dubuisson, Jérôme Urbain, Raphaël Sebbe, Nicolas D'Alessandro, Christian Frisson
AudioCycle: Browsing Musical Loop Libraries. CBMI (2009)
Jérôme Urbain, Thomas Dubuisson, Stéphane Dupont, Christian Frisson, Raphaël Sebbe, Nicolas D'Alessandro
AudioCycle: A similarity-based visualization of musical libraries. ICME (2009)
Mohamed Benzeghiba, Renato de Mori, Olivier Deroo, Stéphane Dupont, Teodora Erbes, Denis Jouvet, Luciano Fissore, Pietro Laface, Alfred Mertins, Christophe Ris, Richard Rose, Vivek Tyagi, Christian Wellekens
Automatic speech recognition and speech variability: A review. Speech Commun. 49 (10-11) (2007)
Renato de Mori, Olivier Deroo, Stéphane Dupont, Denis Jouvet, Luciano Fissore, Pietro Laface, Alfred Mertins, Christian Wellekens
Introduction to the Special Issue on Intrinsic Speech Variations. Speech Commun. 49 (10-11) (2007)
Mohamed Benzeghiba, Renato De Mori, Olivier Deroo, Stéphane Dupont, Teodora Erbes, Denis Jouvet, Luciano Fissore, Pietro Laface, Alfred Mertins, Christophe Ris, Richard Rose, Vivek Tyagi, Christian Wellekens
Automatic Speech Recognition and Intrinsic Speech Variation. ICASSP (5) (2006)
Pascale Woodruff, Stéphane Dupont
Bimodal combination of speech and handwriting for improved word recognition. EUSIPCO (2005)

Stéphane Dupont.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Stéphane Dupont