2023
Scientific journals/Article
- Parian-Scherb, M., Uhrig, P., Rossetto, L., Dupont, S., & Schuldt, H. (2023). Gesture retrieval and its application to the study of multimodal communication. "International Journal on Digital Libraries". doi:10.1007/s00799-023-00367-0
Scientific congresses and symposiums/Paper published in a book
- Hammoudeh, A. T. A., Ghannam, I., Mubarak, H., Jean, E., Vandenbulcke, V., & Dupont, S. (2023). A Neuro-Symbolic Approach for Marine Vessels Power Prediction Under Distribution Shifts. In "2023 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology, JEEIT 2023". Institute of Electrical and Electronics Engineers Inc. doi:10.1109/JEEIT58638.2023.10185803
E-prints, Working papers and Research blog/Eprint already available on another site
- Seddati, O., Hubens, N., Dupont, S., & Dutoit, T. (2023). "A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48304.
- Hammoudeh, A. T. A., & Dupont, S. (2023). "Deep learning in medical image registration: introduction and survey". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48339.
2022
Scientific journals/Article
- Brousmiche, M., Rouat, J., & Dupont, S. (September 2022). Multimodal Attentive Fusion Network for audio-visual event recognition. "Information Fusion, 85", 52 - 59. doi:10.1016/j.inffus.2022.03.001
- Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (2022). Soccer captioning: dataset, transformer-based model, and triple-level evaluation. "Procedia Computer Science, 210" (C), 104-111. doi:10.1016/j.procs.2022.10.125
- Mubarak, H., Hammoudeh, A. T. A., Ahmad, S., Abdellatif, A., Mekhilef, S., Mokhlis, H., & Dupont, S. (2022). A hybrid machine learning method with explicit time encoding for improved Malaysian photovoltaic power prediction. "Journal of Cleaner Production", 134979. doi:10.1016/j.jclepro.2022.134979
- Hammoudeh, A. T. A., & Dupont, S. (2022). The prediction of residential building consumption using profiling and time encoding. "Procedia Computer Science, 210" (C), 7-11. doi:10.1016/j.procs.2022.10.113
Scientific congresses and symposiums/Paper published in a book
- Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). Towards Human Performance on Sketch-Based Image Retrieval. In "Proceedings of 19th International Conference on Content-based Multimedia Indexing, CBMI 2022". Association for Computing Machinery. doi:10.1145/3549555.3549582
Scientific congresses and symposiums/Paper published in a journal
- Bohy, H., Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Context. "Proceedings of LREC".
- Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Are there any Body-movement Differences between Women and Men when they Laugh? "Proceedings of LREC".
Scientific congresses and symposiums/Poster
- Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (30 March 2022). "Deep soccer captioning with transformer" [Poster presentation]. Infortech' Day, Mons, Belgium.
Scientific congresses and symposiums/Paper published on a website
- Hammoudeh, A. T. A., & Dupont, S. (19 June 2022). "How does explicit orientation encoding affect image classification of ConvNets?" [Paper presentation]. CVPR 2022 workshop: Neurovision.
E-prints, Working papers and Research blog/Eprint first made available on ORBi
- Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). "Transformers and CNNs both Beat Humans on SBIR". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/43859. doi:10.48550/arXiv.2209.06629
Diverse speeches and writings/Other
- Hammoudeh, A. T. A., & Dupont, S. (2022). "How does orientation encoding affect image classification of ConvNets?"
2021
Scientific journals/Article
- Parian, M., Walzer, C., Rossetto, L., Heller, S., Dupont, S., & Schuldt, H. (2021). Gesture of Interest: Gesture Search for Multi-Person, Multi-Perspective TV Footage. "International Conference on Content-Based Multimedia Indexing". doi:10.1109/CBMI50038.2021.9461887
Dissertations and theses/Doctoral thesis
- Reboursière, L. (2021). "Organologie, généalogie et pratique de la guitare hexaphonique : du traitement individuel des cordes aucontrôle gestuel instrumental" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/43012
2020
Scientific congresses and symposiums/Paper published in a book
- Delbrouck, J.-B., Tits, N., & Dupont, S. (2020). Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition. In "NLP Beyond Text (NLPBT) - EMNLP 2020 (2020)". -.
- Brousmiche, M., Dupont, S., & Rouat, J. (2020). Intra and Inter-Modality Interactions for Audio-Visual Event Detection. In "ACM International Conference on Multimedia". -.
- Delbrouck, J.-B., Tits, N., Brousmiche, M., & Dupont, S. (2020). A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis. In "Second Grand Challenge and Workshop on Multimodal Language - ACL 2020 (2020)". -. doi:10.18653/v1/2020.challengehml-1.1
Scientific congresses and symposiums/Paper published in a journal
- Vanderplaetse, B., & Dupont, S. (2020). Improved Soccer Action Spotting Using Both Audio and Video Streams. "Conference on Computer Vision and Pattern Recognition Workshops".
- Brousmiche, M., Rouat, J., & Dupont, S. (2020). SECL-UMONS DATABASE FOR SOUND EVENT CLASSIFICATION AND LOCALIZATION. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP40776.2020.9053298
2019
Scientific congresses and symposiums/Paper published in a book
- Delbrouck, J.-B., Maiorca, A., Hubens, N., & Dupont, S. (2019). Modulated Self-attention Convolutional Network for VQA. In "NeurIPS 2019 Workshop on Visually-Grounded Interaction and Language (ViGIL) (2019)". -.
Scientific congresses and symposiums/Paper published in a journal
- Brousmiche, M., Dupont, S., & Rouat, J. (2019). Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. "International Workshop on Machine Learning for Signal Processing".
E-prints, Working papers and Research blog/Eprint already available on another site
- Delbrouck, J.-B., & Dupont, S. (2019). "Adversarial reconstruction for Multi-modal Machine Translation". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42275.
- Delbrouck, J.-B., Vanderplaetse, B., & Dupont, S. (2019). "Can adversarial training learn image captioning ?" ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48818.
2018
Scientific journals/Book review
- Delbrouck, J.-B., & Dupont, S. (2018). Bringing back simplicity and lightliness into neural image captioning. "ArXiv e-prints".
Scientific journals/Article
- Dimitropoulos, K., Manitsaris, S., Tsalakanidou, F., Denby, B., Buchman, L., Dupont, S., Nikolopoulos, S., Kompatsiaris, I., Charisis, V., Hadjileontiadis, L., Pozzi, F., Cotescu, M., Ciftci, S., Katos, A., Manitsaris, A., & Grammalidis, N. (2018). A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures. "IEEE Intelligent Systems".
Scientific congresses and symposiums/Paper published in a book
- Delbrouck, J.-B., & Dupont, S. (2018). Object-oriented Targets for Visual Navigation using Rich Semantic Representations. In "NIPS 2018 Workshop on Visually-Grounded Interaction and Language (ViGIL)". -.
Scientific congresses and symposiums/Paper published in a journal
- Pironkov, G., Wood, S. U. N., Dupont, S., & Dutoit, T. (2018). "Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Mons, Belgium.
- Devillers, L., Rosset, S., Dubuisson Duplessis, G., Bechade, L., Yemez, Y., Turker, B. B., Sezgin, M., El Haddad, K., Dupont, S., Deléglise, P., Estève, Y., Lailler, C., Gilmartin, E., & Campbell, N. (2018). "Multifaceted Engagement in Social Interaction with a Machine: the JOKER Project" [Paper presentation]. Workshop on Large-scale Emotion Recognition and Analysis, Xi'an, China.
- El Haddad, K., Heron, L., Kim, J., Lee, M., Dupont, S., Dutoit, T., & Truong, K. (2018). "A Dyadic Conversation Dataset On Moral Emotions" [Paper presentation]. Workshop on Large-scale Emotion Recognition and Analysis, Xi'an, China.
Scientific congresses and symposiums/Paper published on a website
- Delbrouck, J.-B., & Dupont, S. (30 October 2018). "UMONS Submission for WMT18 Multimodal Translation Task" [Paper presentation]. Third Conference on Machine Translation, Brussels, Belgium.
Dissertations and theses/Doctoral thesis
- Seddati, O. (2018). "Reconnaissance et Recherche de Données Multimédia par les Réseaux de Neurones Profonds" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42315
Diverse speeches and writings/Article for a general audience
- Dupont, S., Dutoit, T., & Curcio, G. (2018). Intelligence Artificielle (IA) et Apprentissage Profond (Deep Learning). "LUMONS élément - Magazine de l'Université de Mons".
2017
Scientific journals/Book review
- Delbrouck, J.-B., & Dupont, S. (2017). Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. "ArXiv e-prints".
Parts of books/Contribution to collective works
- Alivizatou, M., Kitsikidis, A., Tsalakanidou, F., Dimitropoulos, K., Chantas, G., Nikolopoulos, S., Al Kork, S., Denby, B., Buchman, L., Adda-Decker, M., Pillot-Loiseau, C., Tilmanne, J., Dupont, S., Picart, B., Pozzi, F., Ott, M., Yilmaz, E., Charisis, V., Hadjidimitriou, S., ... Grammalidis, N. (2017). Intangible Cultural Heritage and New Technologies: Challenges and Opportunities for Cultural Preservation and Development. In "Mixed Reality and Gamification for Cultural Heritage". Springer International Publishing.
Scientific journals/Article
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2017). Amused speech components analysis and classification: Towards an amusement arousal level assessment system. "Computers and Electrical Engineering".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Triplet Networks Feature Masking for Sketch-Based Image Retrieval. "Lecture Notes in Computer Science".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Quadruplet Networks for Sketch-Based Image Retrieval. "ACM on International Conference on Multimedia Retrieval".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2017). DeepSketch 3: Analyzing deep neural networks features for better sketch recognition and sketch-based image retrieval. "Multimedia Tools and Applications", 1-27. doi:10.1007/s11042-017-4799-2, 2017
- Wood, S. U. N., Rouat, J., Dupont, S., & Pironkov, G. (2017). Blind Speech Separation and Enhancement With GCC-NMF. "IEEE/ACM Transactions on Audio, Speech and Language Processing".
Scientific congresses and symposiums/Unpublished conference/Abstract
- Dupont, S. (26 October 2017). "L'IA pour le multimedia et au-delà: Recherches de pointe et perspectives de collaborations" [Paper presentation]. Business & Technology Club - IA/IoT - (Infopôle & Cluster TWIST), Mons, Belgium.
Scientific congresses and symposiums/Paper published in a book
- Salvi, G., & Dupont, S. (2017). "Proceedings of the GLU 2017 International Workshop on Grounding Language Understanding" [Paper presentation]. GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden.
Scientific congresses and symposiums/Paper published in a journal
- Pironkov, G., Dupont, S., & Dutoit, T. (2017). "Investigating the Impact of the Training Data Volume for Robust Speech Recognition Using Multi-Task Learning" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, Bilbao, Spain.
- Delbrouck, J.-B., & Dupont, S. (2017). "Modulating and attending the source image during encoding improves Multimodal Translation" [Paper presentation]. NIPS 2017 Workshop on Visually-Grounded Interaction and Language (ViGIL), Long Beach, United States - California.
- Bechade, L., El Haddad, K., Bourquin, J., Dupont, S., & Devillers, L. (2017). "A Corpus for Experimental Study of Affect Bursts in Human-robot Interaction" [Paper presentation]. 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Glasgow, United Kingdom.
- Pironkov, G., Dupont, S., Wood, S. U. N., & Dutoit, T. (2017). "Noise and Speech Estimation As Auxiliary Tasks for Robust Speech Recognition" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Le Mans, France.
- El Haddad, K., Torre, I., Gilmartin, E., Cakmak, H., Dupont, S., Dutoit, T., & Campbell, N. (2017). "Introducing AmuS: The Amused Speech Database" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Le Mans, France.
- Seddati, O., Dupont, S., Mahmoudi, S., & Amiri Parian, M. (2017). "Towards Good Practices for Image Retrieval Based on CNN Features" [Paper presentation]. IEEE International Conference on Computer Vision, Venice, Italy.
- Seddati, O., Ben-Lhachemi, N., Dupont, S., & Mahmoudi, S. (2017). "UMONS @ MediaEval 2017: Diverse Social Images Retrieval" [Paper presentation]. MediaEval Benchmarking Initiative for Multimedia Evaluation, Dublin, Ireland.
- Delbrouck, J.-B., & Dupont, S. (2017). "An empirical study on the effectiveness of images in Multimodal Neural Machine Translation" [Paper presentation]. Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark.
- Delbrouck, J.-B., Dupont, S., & Seddati, O. (2017). "Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation" [Paper presentation]. GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden.
- Rossetto, L., Giangreco, I., Tanase, C., Schuldt, H., Dupont, S., & Seddati, O. (2017). "Enhanced Retrieval and Browsing in the IMOTION System" [Paper presentation]. Conference on Multimedia Modeling, Reykjavik, Iceland.
Scientific congresses and symposiums/Poster
- Rouat, J., Brousmiche, M., Brodeur, S., & Dupont, S. (21 June 2017). "Scene Interpretation for Objects Recognition and Manipulation and Partnerships" [Poster presentation]. CHIST-ERA Conference 2017, Krakow, Poland.
- Seddati, O., Delbrouck, J.-B., Dupont, S., & Mahmoudi, S. (25 April 2017). "Deep Features for Big Data" [Poster presentation]. Journée scientifique du Pôle hainuyer 'Les données au coeur de notre devenir: les enjeux des big data, Tournai, e-campus, Belgium.
2016
Parts of books/Contribution to collective works
- Dupont, S., Cakmak, H., Curran, W., Dutoit, T., Hofmann, J., McKeown, G., Pietquin, O., Platt, T., Ruch, W., & Urbain, J. (2016). Laughter Research: A Review of the ILHAIRE Project. In "Toward Robotic Socially Believable Behaving Systems". Springer International Publishing.
Scientific journals/Article
- Seddati, O., Dupont, S., & Mahmoudi, S. (2016). DeepSketch2Image: Deep Convolutional Neural Networks for Partial Sketch Recognition and Image Retrieval. "ACM on Multimedia Conference, Amsterdam, The Netherlands, 2016", 739-741.
- Seddati, O., Dupont, S., & Mahmoudi, S. (2016). DeepSketch 2: Deep Convolutional Neural Networks for Partial Sketch Recognition. "International Workshop on Content-based Multimedia Indexing, CBMI 2016, Bucharest, Romania, June 15-17, 2016".
- Rossetto, L., Giangreco, I., Heller, S., Tanase, C., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., Altiok, O. C., & Sahillioglu, Y. (2016). IMOTION - Searching for Video Sequences Using Multi-Shot Sketch Queries. "Lecture Notes in Computer Science".
- Rossetto, L., Giangreco, I., Tanase, C., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., & Sahillioglu, Y. (2016). iAutoMotion - an Autonomous Content-Based Video Retrieval Engine. "Lecture Notes in Computer Science".
Scientific congresses and symposiums/Paper published in a journal
- Pironkov, G., Dupont, S., & Dutoit, T. (2016). "I-Vector Estimation as Auxiliary Task for Multi-Task Learning based Acoustic Modeling for Automatic Speech Recognition" [Paper presentation]. Spoken Language Technology Workshop, San Diego, United States.
- Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Speaker-Aware Multi-Task Learning for Automatic Speech Recognition" [Paper presentation]. International Conference on Pattern Recognition, Cancun, Mexico.
- El Haddad, K., Cakmak, H., Gilmartin, E., Dupont, S., & Dutoit, T. (2016). "Towards a Listening Agent: A System Generating Audiovisual Laughs and Smiles to Show Interest" [Paper presentation]. International Conference on Multimodal Interfaces, Tokyo, Japan.
- Tanase, C., Rossetto, L., Giangreco, I., Schuldt, H., Dupont, S., & Seddati, O. (2016). "The IMOTION System at TRECVID 2016: The Ad-Hoc Video Search Task" [Paper presentation]. TREC Video Retrieval Evaluation, .
- Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Speaker-Aware Long Short-Term Memory Multi-Task Learning for Speech Recognition" [Paper presentation]. European Signal Processing Conference, Budapest, Hungary.
- El Haddad, K., Cakmak, H., Sulir, M., Dupont, S., & Dutoit, T. (2016). "Audio Affect Burst Synthesis: A Multilevel Synthesis System for Emotional Expressions" [Paper presentation]. European Signal Processing Conference, Budapest, Hungary.
- Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Roussel, P., Denby, B., Chawah, P., Buchman, L., Dupont, S., Laraba, S., Picart, B., Tits, M., Tilmanne, J., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Volioti, C., Stergiaki, A., Manitsaris, A., ... Manitsaris, S. (2016). "The i-Treasures Intangible Cultural Heritage dataset" [Paper presentation]. IEEE Workshop on Movement and Computing, Thessaloniki, Greece.
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2016). "Laughter and Smile Processing for Human-Computer Interactions" [Paper presentation]. Workshop 'Just talking - casual talk among humans and machines' of LREC 2016, Portorož, Slovenia.
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2016). "AVAB-DBS: an Audio-Visual Affect Bursts Database for Synthesis" [Paper presentation]. Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia.
- Seddati, O., Dupont, S., & Mahmoudi, S. (2016). "Réseaux de Neurones Convolutionnels Profonds pour la Reconnaissance d'Action dans les Vidéos" [Paper presentation]. CORESA 2016 - COmpression et REprésentation des Signaux Audiovisuels, Nancy, France.
- Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Multi-Task Learning for Speech Recognition: An Overview" [Paper presentation]. The European Symposium on Artificial Neural Networks, Bruges, Belgium.
- Tanase, C., Giangreco, I., Rossetto, L., Schuldt, H., Seddati, O., Dupont, S., Altiok, O. C., & Sezgin, M. (2016). "Semantic Sketch-Based Video Retrieval with Autocompletion" [Paper presentation]. International Conference on Intelligent User Interfaces, Sonoma, United States - California.
Reports/Internal report
- Çiftçi, S., Grammalidis, N., Dimitropoulos, K., Kitsikidis, A., Tsalakanidou, F., Dagnino, F., Pozzi, F., Leboullenger, C., Chawah, P., Laraba, S., Dupont, S., Manitsaris, S., Volioti, C., Charisis, V., & Hadjileontiadis, L. (2016). "Final Version of 3D Visualization for Sensorimotor Learning - FP7 i-Treasures Deliverable 5.5".
- Schuldt, H., Dupont, S., Giangreco, I., Rossetto, L., Sahillioglu, Y., Seddati, O., Sen, C., Sezgin, M., Tanase, C., & Yildirim, D. (2016). "IMOTION - Intelligent MultiModal Augmented Video Motion Retrieval System - Periodic Report 2".
- Denby, B., Leboullenger, C., Hakoun, A., Roussel, P., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Grammalidis, N., Tsalakanidou, F., Dimitropoulos, K., Kitsikidis, A., Laraba, S., Tilmanne, J., Dupont, S., Manitsaris, S., Moutarde, F., bouzos, O., Chawah, P., Crevier-Buchman, L., ... Manitsaris, A. (2016). "Final Version of ICH Capture and Analysis Modules - FP7 i-Treasures Deliverable 3.4".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2016). "Video Motion Feature Extractors, 1st Prototype - IMOTION Deliverable 2.2".
- El Haddad, K., Dupont, S., & Dutoit, T. (2016). "Speech Synthesis - v1 - JOKER Deliverable 5.2".
- El Haddad, K., Dupont, S., & Dutoit, T. (2016). "Affect bursts generation - v1 - JOKER Deliverable 5.3".
- Chantas, G., Nikolopoulos, S., Kompatsiaris, I., Karavarsamis, S., Ververidis, D., Chatzilari, E., Liaros, G., Chalikias, A.-P., Nikolaidis, S., & Dupont, S. (2016). "Final Version of Multimodal Analysis, Fusion and Semantic Media Interpretation - FP7 i-Treasures Deliverable 4.3".
- Denby, B., Leboullenger, C., Roussel, P., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Grammalidis, N., Tsalakanidou, F., Dimitropoulos, K., Kitsikidis, A., Laraba, S., Tilmanne, J., Dupont, S., Manitsaris, S., Moutarde, F., bouzos, O., Chawah, P., Crevier-Buchman, L., Volioti, C., & Manitsaris, A. (2016). "Final Report on ICH Capture and Analysis - FP7 i-Treasures Deliverable 3.3".
2015
Scientific journals/Article
- El Haddad, K., Dupont, S., Cakmak, H., & Dutoit, T. (2015). Shaking and Speech-Smile Vowels Classification: An Attempt at Amusement Arousal Estimation from Speech Signals. "IEEE Global Conference on Signal and Information Processing".
- Seddati, O., Emre, K., Pironkov, G., Dupont, S., Mahmoudi, S., & Dutoit, T. (2015). UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. "IEEE Multimedia".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2015). DeepSketch: Deep convolutional neural networks for sketch recognition and similarity search. "International Workshop on Content-Based Multimedia Indexing, CBMI 2015, Prague, Czech Republic, June 10-12, 2015".
- El Haddad, K., Dupont, S., Urbain, J., & Dutoit, T. (2015). Speech-Laughs: an HMM-based Approach for Amused Speech Synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
- Picart, B., Brognaux, S., & Dupont, S. (2015). Analysis and Automatic Recognition of Human Beatbox Sounds: a Comparative Study. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
- Rossetto, L., Giangreco, I., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., & Sahillioglu, Y. (01 January 2015). IMOTION - A Content-Based Video Retrieval Engine. "Lecture Notes in Computer Science, 8936", 255-260.
Scientific congresses and symposiums/Paper published in a journal
- Pironkov, G., Dupont, S., & Dutoit, T. (2015). "INVESTIGATING SPARSE DEEP NEURAL NETWORKS FOR SPEECH RECOGNITION" [Paper presentation]. Automatic Speech Recognition & Understanding, .
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Towards a Level Assessment System of Amusement in Speech Signals: Amused Speech Components Classification" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, .
- El Haddad, K., Cakmak, H., Moinet, A., Dupont, S., & Dutoit, T. (2015). "An HMM Approach for Synthesizing Amused Speech with a Controllable Intensity of Smile" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, .
- Devillers, L., Rossetto, S., Dubuisson Duplessis, G., Sehili, M. A., Béchade, L., Delaborde, A., Gossart, C., Letard, V., Yang, F., Yemez, Y., T¨urker, B. B., Sezgin, M., El Haddad, K., Dupont, S., Luzzati, D., Estève, Y., Gilmartin, E., & Campbell, N. (2015). "Multimodal Data Collection of Human-Robot Humorous Interactions in the JOKER Project" [Paper presentation]. Affective Computing and Intelligent Interaction, .
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Breath and Repeat: An Attempt at Enhancing Speech-Laugh Synthesis Quality" [Paper presentation]. European Signal Processing Conference, .
- El Haddad, K., Dupont, S., D'alessandro, N., & Dutoit, T. (2015). "An HMM-based Speech-smile Synthesis System: An Approach for Amusement Synthesis" [Paper presentation]. 3rd Intl Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE'15), Ljubljana, Slovenia.
- El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Towards a Speech Synthesis System with Controllable Amusement Levels" [Paper presentation]. 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands.
- El Haddad, K., Moinet, A., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Using MAGE for Real Time Speech-Laugh Synthesis" [Paper presentation]. 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands.
- Al Kork, S., Ugurca, D., Sahin, C., Chawah, P., Buchman, L., Adda-Decker, M., Xu, K., Denby, B., Roussel, P., Picart, B., Dupont, S., Tsalakanidou, F., Kitsikidis, A., Dagnino, F., Ott, M., Pozzi, F., Stone, M., & Yilmaz, E. (2015). "A Novel Human Interaction Game-Like application to Learn, Perform and Evaluate Modern Contemporary Singing: Human Beat Box" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
- Yilmaz, E., Ugurca, D., Sahin, C., Dagnino, F., Ott, M., Pozzi, F., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Al Kork, S., Xu, K., Denby, B., Roussel, P., Chawah, P., Buchman, L., Adda-Decker, M., Dupont, S., Picart, B., Tilmanne, J., ... Grammalidis, N. (2015). "Novel 3D Game-like Applications Driven by Body Interactions for Learning Specific Forms of Intangible Cultural Heritage" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
Scientific congresses and symposiums/Poster
- Seddati, O., Dupont, S., & Mahmoudi, S. (10 March 2015). "DNN for action recognition in videos" [Poster presentation]. 8ème édition de la Matinée de Chercheurs, Mons, Belgium.
Reports/Internal report
- Manitsaris, A., Tsagkaris, A., Marchavilas, G., Veranis, G., Chawah, P., Crevier-Buchman, L., Dupont, S., Tilmanne, J., Tsalakanidou, F., Kitsikidis, A., Dimitropoulos, K., Grammalidis, N., Chantas, G., Karavarsamis, S., Denby, B., Leboullenger, C., Ceregini, A., Dagnino, F., Pozzi, F., ... Yilmaz, E. (2015). "Final Report on System Specification - FP7 i-Treasures Deliverable 2.4".
- Seddati, O., Dupont, S., & Mahmoudi, S. (2015). "Report on Video Motion Feature Extraction - IMOTION Deliverable 2.1".
- Schuldt, H., Dupont, S., Giangreco, G., Rossetto, L., Sahillioglu, Y., Seddati, O., Sen, C., Sezgin, M., Tanase, C., & Yildirim, D. (2015). "IMOTION - Intelligent MultiModal Augmented Video Motion Retrieval System - Periodic Report 1".
Dissertations and theses/Doctoral thesis
- Frisson, C. (2015). "Designing interaction for browsing media collections (by similarity)" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41801
Diverse speeches and writings/Other
- Dupont, S. (2015). "VideoSketcher - Innovative Query Modes for Manipulating and Searching Video through Motion and Sound - Final Demo".
2014
Scientific journals/Book review
- Frisson, C., Riche, N., Coutrot, A., Delestage, C.-A., Dupont, S., Ferhat, O., Guyade, N., Mahmoudi, S., Mancas, M., Mital, P. K., Ech aniz, A. P., Rocca, F., Rochette, A., & Yvart, W. (2014). Auracle: how are salient cues situated in audiovisual content? "The 10th International Summer Workshop on Multimedia Interfaces".
Scientific journals/Article
- Ruch, W., Platt, T., Hofmann, J., Niewiadomski, R., Urbain, J., Mancini, M., & Dupont, S. (18 November 2014). Gelotophobia and the Challenges of Implementing Laughter into Virtual Agents Interactions. "Frontiers in Human Neuroscience, 8" (928). doi:10.3389/fnhum.2014.00928
- Mancini, M., Ach, L., Bantegnie, E., Baur, T., Berthouze, N., Datta, D., Ding, Y., Dupont, S., Griffin, H., Lingenfelser, F., Niewiadomski, R., Pelachaud, C., Pietquin, O., Piot, B., Urbain, J., Volpe, G., & Wagner, J. (2014). Laugh When You're Winning. "IFIP Advances in Information and Communication Technology".
- Urbain, J., Cakmak, H., Charlier, A., Denti, M., Dutoit, T., & Dupont, S. (2014). Arousal-Driven Synthesis of Laughter. "IEEE Journal of Selected Topics in Signal Processing".
- Sabato, C., Giraudet, A., Delattre, V., Desnos, Y., Frisson, C., Giot, R., Yvart, W., Rocca, F., Dupont, S., Vandem Bemden, G., Leleu-Merviel, S., & Dutoit, T. (10 January 2014). Scenarizing CADastre Exquisse: A Crossover between Snoezeling in Hospitals/Domes, and Authoring/Experiencing Soundful Comic Strips. "Lecture Notes in Computer Science, 8326", 22-33. doi:10.1007/978-3-319-04117-9_3
Scientific congresses and symposiums/Unpublished conference/Abstract
- Dupont, S. (22 January 2014). "FP7 FET ILHAIRE Project - Testimony of Belgian participation to the FET Programme" [Paper presentation]. H2020 FET Infomation Day Organized by FNRS/FWO, Brussels, Belgium.
Scientific congresses and symposiums/Paper published in a journal
- Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). "A Proximity Grid Optimization Method to Improve Audio Search for Sound Design" [Paper presentation]. International Symposium/Conference on Music Information Retrieval, .
- Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). "AudioMetro: Directing Search for Sound Designers Through Content-based Cues" [Paper presentation]. Audio Mostly Conference, . doi:10.1145/2636879.2636880
- Grisard, F., Kayalar, C., Alacam, S., Özgün, A., Ipek, Y., & Dupont, S. (2014). "Social Documentary: An interactive and evolutive installation to explore crowd-source media content" [Paper presentation]. 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Newcastle upon Tyne, United Kingdom.
- Yvart, W., Dutoit, T., & Dupont, S. (2014). "Une approche info-communicationnelle des librairies musicales en ligne" [Paper presentation]. Proc. SFSIC'14. XIXe congrès SFSIC, Toulon, France.
- Frisson, C., Rocca, F., Dupont, S., Dutoit, T., Grobet, D., Giot, R., El Brouzi, M., Bouaziz, S., Yvart, W., & Leleu-Merviel, S. (2014). "Tangible Needle, Digital Haystack: Tangible Interfaces for Reusing Media Content Organized by Similarity" [Paper presentation]. Tangible and Embedded Interaction, . doi:10.1145/2540930.2540983
- Dimitropoulos, K., Manitsaris, S., Tsalakanidou, F., Nikolopoulos, S., Denby, B., Al Kork, S., Crevier-Buchman, L., Pillot-Loiseau, C., Adda-Decker, M., Dupont, S., Tilmanne, J., Ott, M., Alivizatou, M., Yilmaz, E., Hadjileontiadis, L., Charisis, V., Deroo, O., Manitsaris, A., Kompatsiaris, I., & Grammalidis, N. (2014). "Capturing the Intangible: An Introduction to the i-Treasures Project" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
Scientific congresses and symposiums/Poster
- Grisard, F., Kayalar, C., Alaçam, S., Balaban, O., Ipek, Y., & Dupont, S. (24 June 2014). "Social Documentary: An interactive and evolutive installation to explore crowd-sourced media content" [Poster presentation]. 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Brussels, Belgium.
Reports/Internal report
- Dupont, S., Urbain, J., Pelachaud, C., André, E., Wagner, J., Volpe, G., Mancini, M., Berthouze, N., Griffin, H., Curran, W., McKeown, G., Ruch, W., Hofmann, J., Platt, T., Pietquin, O., Piot, B., & Bantegnie, E. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Project Objectives, Work Progress and Achievements".
- Dupont, S. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Publishable Summary (Project Nbr. 270780)".
- Lefebvre, D., Thunissen, M., Vandem Bemden, G., Dontaine, E., Rochette, A., Rodriguez, S., Giot, R., Frisson, C., Dupont, S., & Dutoit, T. (2014). "Rapport Technique et Scientifique Année Projet RW GREENTIC SonixTrip (1317970) : Solution End-to-End intégrée (de l'authoring à la liseuse) de création de versions numériques interactives et sonorisées de bandes dessinées".
- Dupont, S., Urbain, J., Pelachaud, C., André, E., Wagner, J., Volpe, G., Mancini, M., Berthouze, N., Griffin, H., Curran, W., McKeown, G., Ruch, W., Hofmann, J., Platt, T., Pietquin, O., Piot, B., & Bantegnie, E. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Project Management and Use of Resources".
- Urbain, J., Dupont, S., Pelachaud, C., & McKeown, G. (2014). "Laughter Similarity Browsing - FP7 ILHAIRE Deliverable 1.5".
- Nixon, L., Baltussen, L. B., Grisard, F., Dupont, S., & Patz, N. (2014). "Scenario Demonstrators - FP7 LinkedTV Deliverable 6.2".
- Giangreco, G., Rossetto, L., Schuldt, H., Sezgin, M., Sahillioglu, Y., Dupont, S., & Seddati, O. (2014). "Initial Requirements and System Specification - IMOTION Deliverable 1.1".
- Denby, B., Al Kork, S., Hakoun, A., Xu, K., Roussel, P., Stone, M., Manitsaris, A., Kourvoulis, G., Katos, A., Glushkova, A., Gatziaki, V., Volioti, C., Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Adda-Decker, M., Crevier-Buchman, L., Pillot-Loiseau, C., ... Manitsaris, S. (2014). "First Report on ICH Capture and Analysis - FP7 i-Treasures Deliverable 3.1".
- Denby, B., Al Kork, S., Hakoun, A., Xu, K., Roussel, P., Stone, M., Manitsaris, A., Kourvoulis, G., Katos, A., Glushkova, A., Gatziaki, V., Volioti, C., Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Adda-Decker, M., Crevier-Buchman, L., Pillot-Loiseau, C., ... Manitsaris, S. (2014). "First Version of ICH Capture and Analysis Modules - FP7 i-Treasures Deliverable 3.2".
Dissertations and theses/Doctoral thesis
- Urbain, J. (2014). "Acoustic Laughter Processing" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41612
2013
Scientific journals/Article
- Reboursière, L., & Dupont, S. (30 November 2013). EGT: Enriched Guitar Transcription. "Lecture Notes in Computer Science, 124", 163-168.
- Frisson, C., Keyaerts, G., Grisard, F., Dupont, S., Ravet, T., Zajega, F., Colmenares Guerra, L., Todoroff, T., & Dutoit, T. (30 November 2013). MashtaCycle: On-Stage Improvised Audio Collage by Content-Based Similarity and Gesture Recognition. "Lecture Notes in Computer Science, 124", 114-123.
- Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Dutoit, T., & Siebert, X. (07 January 2013). VideoCycle: User-Friendly Navigation by Similarity in Video Databases. "Lecture Notes in Computer Science, 7733", 550-553.
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Ravet, T. (2013). "Improved Audio Classification using a Novel Non-Linear Dimensionality Reduction Ensemble Approach" [Paper presentation]. 14th International Society for Music Information Retrieval Conference, ISMIR, Curitiba, Brazil.
- Frisson, C., Schayes, E., Uyttenhove, S., Dupont, S., Giot, R., & Dutoit, T. (2013). "Designing artfully-mediated interactive surfaces organizing media collections" [Paper presentation]. ACM Interactive Tabletops and Surfaces (ITS), Workshop: Collaboration meets Interactive Surfaces: Walls, Tables, Tablets and Phones, St Andrews, United Kingdom.
- Dupont, S., Ravet, T., picard-limpens, C., & Frisson, C. (2013). "Nonlinear Dimensionality Reduction Approaches applied to Music and Textural Sounds" [Paper presentation]. IEEE International Conference on Multimedia and Expo (ICME 2013), San Jose, United States - California.
- Frisson, C., Keyaerts, G., Grisard, F., Dupont, S., Ravet, T., Zajega, F., Colmenares Guerra, L., Todoroff, T., & Dutoit, T. (2013). "MashtaCycle: On-Stage Improvised Audio Collage by Content-Based Similarity and Gesture Recognition" [Paper presentation]. INTETAIN 2013, Mons, Belgium.
- Niewiadomski, R., Hofmann, J., Urbain, J., Platt, T., Wagner, J., Piot, B., Cakmak, H., Pammi, S., Baur, T., Dupont, S., Geist, M., Lingenfelser, F., McKeown, G., Pietquin, O., & Ruch, W. (2013). "Laugh-aware virtual agent and its impact on user amusement" [Paper presentation]. Twelfth International Conference on Autonomous Agents and Multiagent Systems (AAMAS2013), Saint Paul, United States - Minnesota.
- Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Siebert, X., & Dutoit, T. (2013). "VideoCycle: user-friendly navigation by similarity in video databases" [Paper presentation]. Proceedings of the Multimedia Modeling Conference (MMM), Video Browser Showdown session, Huangshan, China.
Reports/Internal report
- Dupont, S., Urbain, J., Pelachaud, C., André, E., Wagner, J., Volpe, G., Mancini, M., Berthouze, N., Griffin, H., Curran, W., McKeown, G., Ruch, W., Hofmann, J., Platt, T., Pietquin, O., Piot, B., & Ach, L. (2013). "FP7 ILHAIRE Periodic Report Year 2 - Project Objectives, Work Progress and Achievements".
- Dupont, S. (2013). "FP7 ILHAIRE Periodic Report Year 2 - Publishable Summary (Project Nbr. 270780)".
- Nixon, L., Patz, N., Baltussen, L. B., Verbruggen, E., Blom, J., Dupont, S., Hildebrand, M., Ebermann, J., & Milanova, V. (2013). "FP7 LinkedTV Deliverable 6.2 - Scenario Demonstrators".
- Mancini, M., Niewiadomski, R., Volpe, G., Aung, H., Berthouze, N., Griffin, H., Dupont, S., Urbain, J., Hofmann, J., Platt, T., Ruch, W., Wagner, J., Lingenfelser, F., André, E., & Pelachaud, C. (2013). "FP7 ILHAIRE Deliverable 2.2 - Improved Multimodal Analysis and Recognition".
- Urbain, J., Niewiadomski, R., Huang, J., Ding, Y., Datta, D., Bantegnie, E., Ach, L., Mancini, M., Pelachaud, C., Dupont, S., & Dutoit, T. (2013). "FP7 ILHAIRE Deliverable 3.2 - Improved Multimodal Audio-Facial-Gestural Laugh Generation and Synthesis".
2012
Scientific congresses and symposiums/Paper published in a journal
- Urbain, J., Niewiadomski, R., Hofmann, J., Bantegnie, E., Baur, T., Berthouze, N., Cakmak, H., Cruz, R. T., Dupont, S., Geist, M., Griffin, H., Lingenfelser, F., Mancini, M., Miranda, M., McKeown, G., Pammi, S., Pietquin, O., Piot, B., Platt, T., ... Wagner, J. (2012). "Laugh Machine" [Paper presentation]. eNTERFACE'12, Metz, France.
- Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Dutoit, T. (2012). "LoopJam: turning the dance floor into a collaborative instrumental map" [Paper presentation]. Proceedings of the 12th Conference on New Interfaces for Musical Expression (NIME'12), Ann Arbor, Michigan, United States - Michigan.
- Reboursière, L., Lähdeoja, O., Drugman, T., Dupont, S., Picard-Limpens, C., & Riche, N. (2012). "Left and right-hand guitar playing techniques detection" [Paper presentation]. 12th Conference on New Interfaces for Musical Expression (NIME'12), Ann Arbor, Michigan, United States - Michigan.
- Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Dutoit, T. (2012). "LoopJam : une Carte Musicale Collaborative sur la Piste de Danse" [Paper presentation]. Actes des Journées d'Informatique Musicale (JIM 2012), Mons, Belgium.
- Lähdeoja, O., Reboursière, L., Drugman, T., Dupont, S., Picard-Limpens, C., & Riche, N. (2012). "Detection des Techniques de Jeu de la Guitare" [Paper presentation]. Journées d'Informatique Musicale (JIM 2012), Mons, Belgium.
Reports/Internal report
- Dupont, S. (2012). "FP7 ILHAIRE Periodic Report Year 1 Publishable Summary (Project Nbr. 270780)".
- Stanoevska-Slabeva, K., Ebermann, J., Köhler, J., Pauer, A., Nixon, L., Mezaris, V., Svatek, V., Dupont, S., Hardman, L., Troncy, R., Fricke, R., Oomen, J., Gural, J., & de Abreu Pereira, N. (2012). "FP7 LinkedTV Deliverable 8.1 Exploitation Plan for the Project".
2011
Scientific journals/Book review
- Frisson, C., Dupont, S., Leroy, J., Moinet, A., Ravet, T., & Siebert, X. (01 June 2011). LoopJam: a collaborative musical map on the dance floor. "Quarterly Progress Scientific Report of the Numediart Research Program, 4" (2), 37-40.
Scientific journals/Article
- Reboursière, L., Lähdeoja, O., Chessini Bose, R., Drugman, T., Dupont, S., Picard-Limpens, C., & Riche, N. (2011). Guitar As Controller. "Quarterly Progress Scientific Report of the Numediart Research Program".
- Dupont, S., Frisson, C., Urbain, J., Mahmoudi, S., & Siebert, X. (01 March 2011). MEDIABLENDER : INTERACTIVE MULTIMEDIA SEGMENTATION. "Quarterly Progress Scientific Report of the Numediart Research Program, 4" (1), 1-6.
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., Frisson, C., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Urbain, J. (2011). "LoopJam" [Paper presentation]. NEM 2011, Torino, Italy.
- Frisson, C., Dupont, S., Siebert, X., & Dutoit, T. (2011). "Similarity in media content: digital art perspectives" [Paper presentation]. ISEA 2011, Istanbul, Turkey.
Diverse speeches and writings/Other
- Pietquin, O., & Dupont, S. (2011). "Incorporating Laughter into Human-Avatar Interactions: Research and Evaluation - The ILHAIRE project".
2010
Parts of books/Contribution to collective works
- Dutoit, T., & Dupont, S. (2010). Speech processing. In "Multimodal signal processing - Theory and applications for human-computer interaction" (pp. 25-61). Elsevier.
Scientific journals/Article
- Tardieu, D., Siebert, X., Mazzarino, B., Chessini Bose, R., Dubois, J., Dupont, S., Varni, G., & Visentin, A. (01 September 2010). Browsing a dance video collection: dance analysis and interface design. "Journal on Multimodal User Interfaces, 4" (1), 37-46.
Scientific congresses and symposiums/Paper published in a journal
- Tardieu, D., Dupont, S., Siebert, X., Mazzarino, B., & Blumenthal, B. (2010). "An Interactive installation for browsing a Dance Video Database" [Paper presentation]. IMIDA2010, Workshop on Interactive Multimedia Installations and Digital Art, at ICME2010, Singapore, Singapore.
- Frisson, C., Dupont, S., Siebert, X., Tardieu, D., Dutoit, T., & Macq, B. (2010). "DeviceCycle: rapid and reusable prototyping of gestural interfaces, applied to audio browsing by similarity" [Paper presentation]. Conference on New Interfaces for Musical Expression, Sydney, Australia.
- Dupont, S., Frisson, C., Siebert, X., & Tardieu, D. (2010). "Browsing sound and music librairies by similarity" [Paper presentation]. 128th Convention of the Audio Engineering Society, .
2009
Scientific journals/Article
- Tardieu, D., Dubois, J., Chessini Bose, R., Dupont, S., Mazzarino, B., Hidot, S., Moinet, A., Siebert, X., Varni, G., & Visentin, A. (01 September 2009). Video Navigation Tool: Application to browsing a database of dancers' performances. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (3), 85-90.
- Dupont, S., Dubuisson, T., Mills, J., Moinet, A., Siebert, X., Tardieu, D., & Urbain, J. (26 June 2009). LaughterCycle. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (2), 23-32.
- Siebert, X., Dupont, S., Fortemps, P., & Tardieu, D. (01 March 2009). MediaCycle: browsing and performing with sound and image libraries. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (1).
Scientific congresses and symposiums/Unpublished conference/Abstract
- Urbain, J., Dupont, S., Niewiadomski, R., Dutoit, T., & Pelachaud, C. (27 February 2009). "Towards a virtual agent using similarity-based laughter production" [Paper presentation]. Interdisciplinary workshop on laughter and other Interactional Vocalisations in speech, Berlin, Germany.
Scientific congresses and symposiums/Paper published in a journal
- Siebert, X., Dupont, S., Frisson, C., & Tardieu, D. (2009). "MultiMediaCycle: consolidating the hyforge framework towards improved scalability and usability" [Paper presentation]. QPSR of the numediart research program, .
- Tardieu, D., Chessini Bose, R., Dubois, J., Dupont, S., Hidot, S., Mazzarino, B., Siebert, X., Varni, G., & Visentin, A. (2009). "Video Navigation Tool: Application to browsing a database of dancers performances" [Paper presentation]. 5th International Summer Workshop on Multimodal Interfaces - eNTERFACE'09, Genova, Italy.
- Urbain, J., Dubuisson, T., Dupont, S., Frisson, C., Sebbe, R., & D'alessandro, N. (2009). "AudioCycle : a similarity-based visualization of musical libraries" [Paper presentation]. International Conference on Multimedia and Expo, New-York, United States - New York.
- Dupont, S., Dubuisson, T., Urbain, J., Sebbe, R., D'alessandro, N., & Frisson, C. (2009). "Audiocycle : browsing musical loop libraries" [Paper presentation]. International workshop on Content-Based Multimedia Indexing, Chania, Greece.
2008
Scientific journals/Article
- Dupont, S., D'alessandro, N., Dubuisson, T., Frisson, C., Sebbe, R., & Urbain, J. (26 December 2008). AudioCycle: Browing Musical Loop Libraries. "Quarterly Progress Scientific Report of the Numediart Research Program, 1" (4), 119-127.
- Couvreur, L., Bettens, F., Drugman, T., Dubuisson, T., Dupont, S., Frisson, C., Jottrand, M., & Mancas, M. (01 June 2008). Project # 2.3 : audio thumbnailing. "Quarterly Progress Scientific Report of the Numediart Research Program, 1" (2), 67-85.
2007
Scientific journals/Article
- Benzeghiba, M., De Mori, R., Deroo, O., Dupont, S., Erbes, T., Jouvet, D., Fissore, L., Laface, P., Mertins, A., Ris, C., Rose, R., Tyagi, V., & Wellekens, C. (01 October 2007). Automatic Speech Recognition and Speech Variability: a Review. "Speech Communication, 49" (10-11), 763-786.
- DeMori, R., Deroo, O., Dupont, S., Fissore, L., Laface, P., Mertins, A., & Wellekens, C. (01 October 2007). Introduction to the Special Issue on Intrinsic Speech Variation. "Speech Communication, 49" (10-11).
Books/Collective work published as editor or director
- De Mori, R., Deroo, O., Dupont, S., Fissore, L., Laface, P., Mertins, A., Wellekens, C., De Mori, R. (Ed.), Deroo, O. (Ed.), Dupont, S. (Ed.), Fissore, L. (Ed.), Laface, P. (Ed.), Mertins, A. (Ed.), & Wellekens, C. (Ed.). (2007). "Intrinsic Speech Variation and Speech Recognition". Elsevier.
Reports/Internal report
- Dupont, S. (2007). "FP6 DIVINES Project Final Activity Report Publishable Executive Summary - February 2004-January 2007 (Project Nbr. 002034)".
- Dupont, S. (2007). "FP6 DIVINES Project Periodic Activity Report Publishable Executive Summary - February 2006-January 2007 (Project Nbr. 002034)".
2006
Scientific journals/Article
- Benzeghiba, M., De Mori, R., Deroo, O., Dupont, S., Erbes, T., Jouvet, D., Fissore, L., Laface, P., Mertins, A., Ris, C., Rose, R., Tyagi, V., & Wellekens, C. (2006). Automatic speech recognition and intrinsic speech variation. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
Scientific congresses and symposiums/Paper published in a book
- Dupont, S. (2006). "Proceedings of Workshop on Speech Recognition and Intrinsic Variation (SRIV2006)" [Paper presentation]. International Workshop on Speech Recognition and Intrinsic Variation (SRIV'2006), Toulouse, France.
Scientific congresses and symposiums/Paper published in a journal
- Benzeghiba, M., DeMori, R., Deroo, O., Dupont, S., Jouvet, D., Fissore, L., Laface, P., Mertins, A., Ris, C., Rose, R., Tyagi, V., & Wellekens, C. (2006). "Impact of variabilities on speech recognition" [Paper presentation]. SPECOM 2006, 11th International Conference Speech and Computer, Saint Petersburg, Russia.
- Dupont, S., & Ris, C. (2006). "Multiple acoustic and variability estimation models for ASR" [Paper presentation]. International Workshop on Speech Recognition and Intrinsic Variation (SRIV'2006), Toulouse, France.
Reports/Internal report
- Dupont, S. (2006). "FP6 DIVINES Project Periodic Activity Report Publishable Executive Summary - February 2005-January 2006 (Project Nbr. 002034)".
2005
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., Ris, C., Deroo, O., & Poitoux, S. (2005). "Feature Extraction and Acoustic Modeling: an Approach for Improved Generalization across Languages and Accents" [Paper presentation]. IEEE workshop on Automatic Speech Recognition and Understanding (ASRU), San Juan , Unknown/unspecified.
- Couvreur, L., Boite, J.-M., Dupont, S., & Ris, C. (2005). "Confidence Measure Normalization for Robust Selection of ASR Agents" [Paper presentation]. International Conference on Speech and Computer, Patras, Greece.
- Dupont, S., & Ris, C. (2005). "A study of implicit and explicit modeling of coarticulation and pronunciation variation" [Paper presentation]. Interspeech 2005, Lisbonne, Portugal.
- Dupont, S., & Woodruff, P. (2005). "Bimodal combination of speech anf handwriting for improved word recognition" [Paper presentation]. EUSIPCO 2005, Antalya, Turkey.
Reports/Internal report
- Dupont, S. (2005). "FP6 DIVINES Project Periodic Activity Report Publishable Executive Summary (Project Nbr. 002034): February 2004-January 2005".
2004
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Ris, C. (2004). "Combined use of close-talk and throat microphones for improved speech recognition under non-stationary background noise" [Paper presentation]. Robust 2004 ITRW on Robustness Issues in Conversational, .
2003
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Ris, C. (2003). "Robust Feature Extraction and Acoustic Modeling at Multitel: Experiments on the Aurora Databases" [Paper presentation]. Eurospeech 2003, Genève, Switzerland.
Patents/Patent
- Garudadri, H., Sivadas, S., Hermansky, H., Morgan, N., Wooters, C., Adami, A., Benitez, C., Burget, L., Dupont, S., Grezl, F., Jain, P., Kajarekar, S., & Motlicek, P. (01 October 2003). "Distributed voice recognition system utilizing multistream network feature processing (PCT Patent WO03094152/US2003204394)".
- Dupont, S. (29 January 2003). "Robust Parameters for Noisy Speech Recognition (PCT patent WO2001BE00072 20010425)".
- Garudadri, H., Hermansky, H., Burget, L., Jain, P., Kajarekar, S., Sivadas, S., Dupont, S., Benitez, C., & Morgan, N. (01 January 2003). "System and method for computing and transmitting parameters in a distributed voice recognition system (PCT Patent Patent WO02061727/US2003004720)".
Diverse speeches and writings/Article for a general audience
- Dupont, S. (2003). FPMs et Multitel battent un record du monde. "Polytech-News (Num. 24)".
2002
Scientific journals/Article
- Segura, J., Benitez, M., de la Torre, A., Dupont, S., & Rubio, A. (2002). VTS residual noise compensation. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
Scientific congresses and symposiums/Paper published in a journal
- Adami, A., Burget, L., Dupont, S., Garudadri, H., Grezl, F., Hermansky, H., Jain, P., Kajarekar, S., Morgan, N., & Sivadas, S. (2002). "Qualcomm-icsi-ogi features for ASR" [Paper presentation]. International Conference on Speech and Language Computing (ICSLP'2002), Denver, United States - Colorado.
2001
Scientific congresses and symposiums/Paper published in a journal
- Benitez, C., Burget, L., Chen, B., Dupont, S., Garudadri, H., Hermansky, H., Jain, P., Kajarekar, S., & Sivadas, S. (2001). "Robust ASR front-end using spectral-based and discriminant features: experiments on the aurora tasks" [Paper presentation]. Eurospeech 2001, Aalborg Congress and Culture Centre, Denmark.
- Couvreur, C., Couvreur, L., Dupont, S., & Ris, C. (2001). "Fast Adaptation for Robust Speech Recognition in Reverberant Environments" [Paper presentation]. International Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France.
- Dupont, S., & Ris, C. (2001). "Multiband with Contaminated Training Data" [Paper presentation]. CRAC Workshop (Eurospeech 2001 Satelitte event), Aalborg, Denmark.
2000
Scientific journals/Article
- Dupont, S., & Juergen, L. (01 September 2000). Audio-Visual Speech Modeling for Continuous Speech Recognition. "IEEE Multimedia, 2" (3), 141-151.
- Dupont, S., & Ris, C. (2000). Assessing Local Noise Level Estimation Methods: Application to Noise Robust ASR. "Speech Communication", (34), 141-158.
- Dupont, S., & Cheboub, L. (2000). Fast Speaker Adaptation of Artificial Neural Networks for Automatic Speech Recognition. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Cheboub, L. (2000). "Fast Speaker Adaptation of HMM/ANN automatic speech recognition systems" [Paper presentation]. IEEE Signal Processing Symposium, Hilvarenbeek, Netherlands.
Reports/Internal report
- Amdal, I., Blomberg, M., Boite, J.-M., Bourlard, H., Brendborg, M., Christensen, H., Cochard, J.-L., Cernocky, J., Deroo, O., Dupont, S., Elenius, K., Fiser, R., Fontaine, V., Hanzl, V., Hutter, H. P., Hogberg, J., Imperl, B., Johansen, F. T., Kacic, Z., ... Wellekens, C. (2000). "Final Report of COST Action 249 Continuous Speech Recognition over the Telephone: Chapter 3 Acoustic Modelling".
Dissertations and theses/Doctoral thesis
- Dupont, S. (2000). "Etude et développement d'architectures multi-bandes et multi-modales pour la reconnaissance robuste de la parole" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41403
1999
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Ris, C. (1999). "Assessing Local Noise Level Estimation Methods" [Paper presentation]. Workshop on Robust Methods For Speech Recognition in Adverse Conditions (Nokia, COST249, IEEE), Tampere, Finland.
- Deroo, O., Dupont, S., & Ris, C. (1999). "Context Dependent Hybrid HMM/ANN Systems for large vocabulary continuous speech recognition system" [Paper presentation]. Eurospeech'99, Budapest, Hungary.
1998
Scientific journals/Article
- Dupont, S., & Luettin, J. (02 June 1998). Continuous Audio-Visual Speech Recognition. "Lecture Notes in Computer Science, 1406".
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S. (1998). "Missing Data Reconstruction for Robust Automatic Speech Recognition in the Framework of Hybrid HMM/ANN Systems" [Paper presentation]. International Conference on Speech and Language Computing (ICSLP'98), Sydney, Australia.
- Dupont, S., & Luettin, J. (1998). "Using the Multi-Stream Approach for Continuous Audio-Visual Speech Recognition: Experiments on the M2VTS Database" [Paper presentation]. International Conference on Speech and Language Computing (ICSLP'98), Sydney, Australia.
- Dupont, S. (1998). "Reconstruction de Données Manquantes pour la Reconnaissance Robuste de la Parole dans le Cadre des Systèmes Hybrides HMM/ANN" [Paper presentation]. XXIIèmes Journées d'Etudes sur la Parole, Martigny, Switzerland.
Reports/Internal report
- Luettin, J., & Dupont, S. (1998). "Continuous Audio-Visual Speech Recognition: Rapport de Recherche Idiap-RR-02-1998".
1997
Scientific journals/Article
- Bourlard, H., Dupont, S., & Ris, C. (17 December 1997). Multi-Stream Speech Recognition. "CCAI: the Journal for the Integrated Study of Artificial Intelligence, Cognitive Science and Applied Epistemology, 15" (3), 215-234.
- Dupont, S., Boite, J.-M., Bourlard, H., Deroo, O., & Fontaine, V. (1997). Hybrid HMM/ANN Systems for Training Independent Tasks : Experiments on Phonebook and Related Improvements. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
- Bourlard, H., & Dupont, S. (1997). Subband-based Speech Recognition. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., Boite, J.-M., Ris, C., Deroo, O., Fontaine, V., & Zanoni, L. (1997). "Context Independent and Context Dependent Hybrid HMM/ANN Systems for Training Independent Tasks" [Paper presentation]. EUROSPEECH'97, Rhodes, Greece.
- Dupont, S., & Bourlard, H. (1997). "Using Multiple Time Scales in a Multi-Stream Recognition System" [Paper presentation]. EUROSPEECH'97, Rhodes, Greece.
- Dupont, S., Ris, C., & Bourlard, H. (1997). "Robust Speech Recognition Based on Multi-Stream Features" [Paper presentation]. ESCA/NATO Workshop on Robust Speech Recognition for Unknown Communication Channels, Pont-à-Mousson, France.
- Boite, J.-M., Dupont, S., Ris, C., Bataille, F., Deroo, O., Fontaine, V., & Zanoni, L. (1997). "STRUT : Un logiciel complet pour l'entrainement et la reconnaissance de la parole" [Paper presentation]. Premières Journées Scientifiques et Techniques FRANCIL, Avignon, France.
Reports/Internal report
- Dupont, S. (1997). "Using the Multi-Stream Approach for Continuous Audio-Visual Speech Recognition: Experiments on the M2VTS Database".
- Dupont, S., Bourlard, H., & Ris, C. (1997). "Robust Speech Recognition based on Multi-Stream Features: Rapport de Recherche Idiap-RR-01-1997".
- Dupont, S., Bourlard, H., & Ris, C. (1997). "Using the Multi-Stream Approach for Continuous Audio-Visual Speech Recognition: Rapport de Recherche Idiap-RR-14-1997".
1996
Scientific congresses and symposiums/Unpublished conference/Abstract
- Dupont, S. (17 June 1996). "Multi-Band Speech Recognition" [Paper presentation]. COST Action 249 Continuous Speech Recognition over the Telephone 6th MCM and WGMs, Stockholm, Sweden.
Scientific congresses and symposiums/Paper published in a book
- Deroo, O., Leich, H., Boite, J.-M., Dupont, S., Ris, C., & Fontaine, V. (1996). Hybrid HMM/ANN systems for Speaker Independent Continuous Speech Recognition In French. In "ProRisc 8th Annual WorkShop on Circuits, System and Signal Processing (1996)". -.
- Bourlard, H., & Dupont, S. (1996). A new ASR approach based on independent processing and recombination of partial frequency bands. In "International Conference on Speech and Language Processing (ICSLP'96)". -.
- Bourlard, H., Dupont, S., Hermansky, H., & Morgan, N. (1996). Towards sub-band-based speech recognition. In "EUSIPCO (1996)". -.
Scientific congresses and symposiums/Paper published in a journal
- Dupont, S., & Bourlard, H. (1996). "Multiband approach for speech recognition" [Paper presentation]. ProRisc 8th Annual WorkShop on Circuits, System and Signal Processing, Mierlo, Netherlands.
Reports/Internal report
- Bourlard, H., Dupont, S., & Ris, C. (1996). "Multi-Stream Speech Recognition: Rapport de Recherche Idiap-RR-07-1996".
1995
Dissertations and theses/Master’s dissertation
- Dupont, S. (1995). "Etude et Développement d'un Convertisseur Pitch-to-MIDI" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41439