 | 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  Peer reviewed |
 | Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). Transformers and CNNs both Beat Humans on SBIR. Eprint/Working paper retrieved from https://orbi.umons.ac.be/20.500.12907/43859. doi:10.48550/arXiv.2209.06629 |
| 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 Peer Reviewed verified by ORBi |
| Hammoudeh, A. T. A., & Dupont, S. (19 June 2022). How does explicit orientation encoding affect image classification of ConvNets? Paper presented at CVPR 2022 workshop: Neurovision. Peer reviewed |
| Hammoudeh, A. T. A., & Dupont, S. (2022). How does orientation encoding affect image classification of ConvNets? |
| 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. Peer reviewed |
Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (30 March 2022). Deep soccer captioning with transformer. Poster session presented at Infortech' Day, Mons, Belgium. |
| 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 Peer reviewed |
| 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. Peer reviewed |
| 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 Peer reviewed |
| 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. Peer reviewed |
| 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). -. Peer reviewed |
Brousmiche, M., Dupont, S., & Rouat, J. (2020). Intra and Inter-Modality Interactions for Audio-Visual Event Detection. In ACM International Conference on Multimedia. -. Peer reviewed |
| 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 Peer reviewed |
| Vanderplaetse, B., & Dupont, S. (2020). Improved Soccer Action Spotting Using Both Audio and Video Streams. Conference on Computer Vision and Pattern Recognition Workshops. Proceedings. Peer reviewed |
| 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 Peer reviewed |
| Delbrouck, J.-B., & Dupont, S. (2019). Adversarial reconstruction for Multi-modal Machine Translation. Eprint/Working paper retrieved from https://orbi.umons.ac.be/20.500.12907/42275. |
| 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). -. Peer reviewed |
| 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. Peer reviewed |
| 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). -. Peer reviewed |
| Delbrouck, J.-B., & Dupont, S. (30 October 2018). UMONS Submission for WMT18 Multimodal Translation Task. Paper presented at Third Conference on Machine Translation, Brussels, Belgium. Peer reviewed |
| Delbrouck, J.-B., & Dupont, S. (2018). Bringing back simplicity and lightliness into neural image captioning. ArXiv e-prints. Peer reviewed |
Pironkov, G., Wood, S. U. N., Dupont, S., & Dutoit, T. (2018). Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition. Paper presented at 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 presented at 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 presented at Workshop on Large-scale Emotion Recognition and Analysis, Xi'an, China. |
Dupont, S., Dutoit, T., & Curcio, G. (2018). Intelligence Artificielle (IA) et Apprentissage Profond (Deep Learning). LUMONS élément - Magazine de l'Université de Mons. |
| 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. Peer Reviewed verified by ORBi |
| Pironkov, G., Dupont, S., & Dutoit, T. (2017). Investigating the Impact of the Training Data Volume for Robust Speech Recognition Using Multi-Task Learning. Paper presented at 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 presented at 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 presented at 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Glasgow, United Kingdom. |
| Dupont, S. (26 October 2017). L'IA pour le multimedia et au-delà: Recherches de pointe et perspectives de collaborations. Paper presented at Business & Technology Club - IA/IoT - (Infopôle & Cluster TWIST), Mons, Belgium. |
El Haddad, K., Torre, I., Gilmartin, E., Cakmak, H., Dupont, S., Dutoit, T., & Campbell, N. (2017). Introducing AmuS: The Amused Speech Database. Paper presented at International Conference on Statistical Language and Speech Processing, Le Mans, France. |
| Pironkov, G., Dupont, S., Wood, S. U. N., & Dutoit, T. (2017). Noise and Speech Estimation As Auxiliary Tasks for Robust Speech Recognition. Paper presented at 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 presented at 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 presented at 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 presented at Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark. |
Salvi, G., & Dupont, S. (2017). Proceedings of the GLU 2017 International Workshop on Grounding Language Understanding. Paper presented at GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden. |
| Delbrouck, J.-B., Dupont, S., & Seddati, O. (2017). Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation. Paper presented at GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden. |
| 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. Peer Reviewed verified by ORBi |
| Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Triplet Networks Feature Masking for Sketch-Based Image Retrieval. Lecture Notes in Computer Science. Peer reviewed |
| Rouat, J., Brousmiche, M., Brodeur, S., & Dupont, S. (21 June 2017). Scene Interpretation for Objects Recognition and Manipulation and Partnerships. Poster session presented at CHIST-ERA Conference 2017, Krakow, Poland. |
| Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Quadruplet Networks for Sketch-Based Image Retrieval. ACM on International Conference on Multimedia Retrieval. Peer reviewed |
| 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 Peer Reviewed verified by ORBi |
| 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. |
Seddati, O., Delbrouck, J.-B., Dupont, S., & Mahmoudi, S. (25 April 2017). Deep Features for Big Data. Poster session presented at Journée scientifique du Pôle hainuyer 'Les données au coeur de notre devenir: les enjeux des big data, Tournai, e-campus, Belgium. |
| 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. Peer Reviewed verified by ORBi |
| Delbrouck, J.-B., & Dupont, S. (2017). Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. ArXiv e-prints. |
Rossetto, L., Giangreco, I., Tanase, C., Schuldt, H., Dupont, S., & Seddati, O. (2017). Enhanced Retrieval and Browsing in the IMOTION System. Paper presented at Conference on Multimedia Modeling, Reykjavik, Iceland. |
| 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 presented at 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 presented at 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 presented at International Conference on Multimodal Interfaces, Tokyo, Japan. |
| 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. Peer reviewed |
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 presented at TREC Video Retrieval Evaluation, . |
| Pironkov, G., Dupont, S., & Dutoit, T. (2016). Speaker-Aware Long Short-Term Memory Multi-Task Learning for Speech Recognition. Paper presented at 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 presented at 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 presented at IEEE Workshop on Movement and Computing, Thessaloniki, Greece. |
| 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. Peer reviewed |
El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2016). Laughter and Smile Processing for Human-Computer Interactions. Paper presented at 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 presented at 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 presented at 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 presented at The European Symposium on Artificial Neural Networks, Bruges, Belgium. |
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. |
| 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. |
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 presented at International Conference on Intelligent User Interfaces, Sonoma, United States - California. |
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). Affect bursts generation - v1 - JOKER Deliverable 5.3. |
El Haddad, K., Dupont, S., & Dutoit, T. (2016). Speech Synthesis - v1 - JOKER Deliverable 5.2. |
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. |
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. Peer reviewed |
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. Peer reviewed |
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. Peer reviewed |
| Pironkov, G., Dupont, S., & Dutoit, T. (2015). INVESTIGATING SPARSE DEEP NEURAL NETWORKS FOR SPEECH RECOGNITION. Paper presented at Automatic Speech Recognition & Understanding, . |
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 presented at IEEE International Symposium on Signal Processing and Information Technology, . |
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 presented at IEEE International Symposium on Signal Processing and Information Technology, . |
Dupont, S. (2015). VideoSketcher - Innovative Query Modes for Manipulating and Searching Video through Motion and Sound - Final Demo. |
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 presented at Affective Computing and Intelligent Interaction, . |
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., 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. Peer Reviewed verified by ORBi |
El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). Breath and Repeat: An Attempt at Enhancing Speech-Laugh Synthesis Quality. Paper presented at European Signal Processing Conference, . |
| 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. Peer reviewed |
El Haddad, K., Dupont, S., D'alessandro, N., & Dutoit, T. (2015). An HMM-based Speech-smile Synthesis System: An Approach for Amusement Synthesis. Paper presented at 3rd Intl Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE'15), Ljubljana, Slovenia. |
| 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. Peer reviewed |
| 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. Peer reviewed |
El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). Towards a Speech Synthesis System with Controllable Amusement Levels. Paper presented at 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 presented at 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands. |
| 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 presented at International Conference on Computer Vision Theory and Applications, . |
| 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 presented at International Conference on Computer Vision Theory and Applications, . |
Seddati, O., Dupont, S., & Mahmoudi, S. (10 March 2015). DNN for action recognition in videos. Poster session presented at 8ème édition de la Matinée de Chercheurs, Mons, Belgium. |
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. |
| 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. Peer reviewed |
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. |
| 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 Peer reviewed |
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. |
| 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 presented at International Symposium/Conference on Music Information Retrieval, . |
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. |
| Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). AudioMetro: Directing Search for Sound Designers Through Content-based Cues. Paper presented at Audio Mostly Conference, . doi:10.1145/2636879.2636880 |
Giangreco, G., Rossetto, L., Schuldt, H., Sezgin, M., Sahillioglu, Y., Dupont, S., & Seddati, O. (2014). Initial Requirements and System Specification - IMOTION Deliverable 1.1. |
| 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. |
| 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. Peer Reviewed verified by ORBi |
| 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 presented at 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Newcastle upon Tyne, United Kingdom. |
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 session presented at 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Brussels, Belgium. |
Yvart, W., Dutoit, T., & Dupont, S. (2014). Une approche info-communicationnelle des librairies musicales en ligne. Paper presented at Proc. SFSIC'14. XIXe congrès SFSIC, Toulon, France. |
| 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. Peer Reviewed verified by ORBi |
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. |
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. |
| 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 presented at Tangible and Embedded Interaction, . doi:10.1145/2540930.2540983 |
| Dupont, S. (22 January 2014). FP7 FET ILHAIRE Project - Testimony of Belgian participation to the FET Programme. Paper presented at H2020 FET Infomation Day Organized by FNRS/FWO, Brussels, Belgium. |
| 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 Peer reviewed |
| 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 presented at International Conference on Computer Vision Theory and Applications, . |
| 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. Peer reviewed |
| Reboursière, L., & Dupont, S. (30 November 2013). EGT: Enriched Guitar Transcription. Lecture Notes in Computer Science, 124, 163-168. Peer reviewed |
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., & Ravet, T. (2013). Improved Audio Classification using a Novel Non-Linear Dimensionality Reduction Ensemble Approach. Paper presented at 14th International Society for Music Information Retrieval Conference, ISMIR, Curitiba, Brazil. |
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. |
| Frisson, C., Schayes, E., Uyttenhove, S., Dupont, S., Giot, R., & Dutoit, T. (2013). Designing artfully-mediated interactive surfaces organizing media collections. Paper presented at ACM Interactive Tabletops and Surfaces (ITS), Workshop: Collaboration meets Interactive Surfaces: Walls, Tables, Tablets and Phones, St Andrews, United Kingdom. |
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. |
| Dupont, S., Ravet, T., picard-limpens, C., & Frisson, C. (2013). Nonlinear Dimensionality Reduction Approaches applied to Music and Textural Sounds. Paper presented at 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 presented at 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 presented at 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 presented at Proceedings of the Multimedia Modeling Conference (MMM), Video Browser Showdown session, Huangshan, China. |
| 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. Peer reviewed |
Dupont, S. (2012). FP7 ILHAIRE Periodic Report Year 1 Publishable Summary (Project Nbr. 270780). |
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 presented at 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 presented at 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 presented at 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 presented at 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 presented at Journées d'Informatique Musicale (JIM 2012), Mons, Belgium. |
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. |
| 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., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Urbain, J. (2011). LoopJam. Paper presented at NEM 2011, Torino, Italy. |
Frisson, C., Dupont, S., Siebert, X., & Dutoit, T. (2011). Similarity in media content: digital art perspectives. Paper presented at ISEA 2011, Istanbul, Turkey. |
Pietquin, O., & Dupont, S. (2011). Incorporating Laughter into Human-Avatar Interactions: Research and Evaluation - The ILHAIRE project. |
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. |
| 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. |
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. |
Tardieu, D., Dupont, S., Siebert, X., Mazzarino, B., & Blumenthal, B. (2010). An Interactive installation for browsing a Dance Video Database. Paper presented at 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 presented at 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 presented at 128th Convention of the Audio Engineering Society, . |
| Dutoit, T., & Dupont, S. (2010). Speech processing. In Multimodal signal processing - Theory and applications for human-computer interaction (pp. 25-61). Elsevier. |
Siebert, X., Dupont, S., Frisson, C., & Tardieu, D. (2009). MultiMediaCycle: consolidating the hyforge framework towards improved scalability and usability. Paper presented at QPSR of the numediart research program, . |
| 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. |
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 presented at 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 presented at International Conference on Multimedia and Expo, New-York, United States - New York. |
| 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. |
| Dupont, S., Dubuisson, T., Urbain, J., Sebbe, R., D'alessandro, N., & Frisson, C. (2009). Audiocycle : browsing musical loop libraries. Paper presented at International workshop on Content-Based Multimedia Indexing, Chania, Greece. |
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). |
Urbain, J., Dupont, S., Niewiadomski, R., Dutoit, T., & Pelachaud, C. (27 February 2009). Towards a virtual agent using similarity-based laughter production. Paper presented at Interdisciplinary workshop on laughter and other Interactional Vocalisations in speech, Berlin, Germany. |
| 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. |
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. Peer Reviewed verified by ORBi |
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). Peer Reviewed verified by ORBi |
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. |
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). |
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 presented at SPECOM 2006, 11th International Conference Speech and Computer, Saint Petersburg, Russia. |
Dupont, S. (2006). Proceedings of Workshop on Speech Recognition and Intrinsic Variation (SRIV2006). Paper presented at International Workshop on Speech Recognition and Intrinsic Variation (SRIV'2006), Toulouse, France. |
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. Peer reviewed |
Dupont, S., & Ris, C. (2006). Multiple acoustic and variability estimation models for ASR. Paper presented at International Workshop on Speech Recognition and Intrinsic Variation (SRIV'2006), Toulouse, France. |
Dupont, S. (2006). FP6 DIVINES Project Periodic Activity Report Publishable Executive Summary - February 2005-January 2006 (Project Nbr. 002034). |
Dupont, S., Ris, C., Deroo, O., & Poitoux, S. (2005). Feature Extraction and Acoustic Modeling: an Approach for Improved Generalization across Languages and Accents. Paper presented at 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 presented at International Conference on Speech and Computer, Patras, Greece. |
Dupont, S. (2005). FP6 DIVINES Project Periodic Activity Report Publishable Executive Summary (Project Nbr. 002034): February 2004-January 2005. |
Dupont, S., & Ris, C. (2005). A study of implicit and explicit modeling of coarticulation and pronunciation variation. Paper presented at Interspeech 2005, Lisbonne, Portugal. |
Dupont, S., & Woodruff, P. (2005). Bimodal combination of speech anf handwriting for improved word recognition. Paper presented at EUSIPCO 2005, Antalya, Turkey. |
Dupont, S., & Ris, C. (2004). Combined use of close-talk and throat microphones for improved speech recognition under non-stationary background noise. Paper presented at Robust 2004 ITRW on Robustness Issues in Conversational, . |
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. (2003). FPMs et Multitel battent un record du monde. Polytech-News (Num. 24). |
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). |
Dupont, S., & Ris, C. (2003). Robust Feature Extraction and Acoustic Modeling at Multitel: Experiments on the Aurora Databases. Paper presented at Eurospeech 2003, Genève, Switzerland. |
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 presented at International Conference on Speech and Language Computing (ICSLP'2002), Denver, United States - Colorado. |
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. Peer reviewed |
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 presented at 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 presented at International Workshop on Adaptation Methods for Speech Recognition, Sophia Antipolis, France. |
Dupont, S., & Ris, C. (2001). Multiband with Contaminated Training Data. Paper presented at CRAC Workshop (Eurospeech 2001 Satelitte event), Aalborg, Denmark. |
Dupont, S., & Juergen, L. (01 September 2000). Audio-Visual Speech Modeling for Continuous Speech Recognition. IEEE Multimedia, 2 (3), 141-151. Peer Reviewed verified by ORBi |
Dupont, S. (2000). Etude et développement d'architectures multi-bandes et multi-modales pour la reconnaissance robuste de la parole. Unpublished doctoral thesis, Université de Mons. Jury: . |
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. |
Dupont, S., & Ris, C. (2000). Assessing Local Noise Level Estimation Methods: Application to Noise Robust ASR. Speech Communication, (34), 141-158. Peer Reviewed verified by ORBi |
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. Peer reviewed |
Dupont, S., & Cheboub, L. (2000). Fast Speaker Adaptation of HMM/ANN automatic speech recognition systems. Paper presented at IEEE Signal Processing Symposium, Hilvarenbeek, Netherlands. |
Dupont, S., & Ris, C. (1999). Assessing Local Noise Level Estimation Methods. Paper presented at 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 presented at Eurospeech'99, Budapest, Hungary. |
Dupont, S. (1998). Missing Data Reconstruction for Robust Automatic Speech Recognition in the Framework of Hybrid HMM/ANN Systems. Paper presented at 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 presented at 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 presented at XXIIèmes Journées d'Etudes sur la Parole, Martigny, Switzerland. |
Dupont, S., & Luettin, J. (02 June 1998). Continuous Audio-Visual Speech Recognition. Lecture Notes in Computer Science, 1406. Peer reviewed |
Luettin, J., & Dupont, S. (1998). Continuous Audio-Visual Speech Recognition: Rapport de Recherche Idiap-RR-02-1998. |
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. Peer reviewed |
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 presented at EUROSPEECH'97, Rhodes, Greece. |
Dupont, S., & Bourlard, H. (1997). Using Multiple Time Scales in a Multi-Stream Recognition System. Paper presented at EUROSPEECH'97, Rhodes, Greece. |
Dupont, S. (1997). Using the Multi-Stream Approach for Continuous Audio-Visual Speech Recognition: Experiments on the M2VTS Database. |
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. Peer reviewed |
Bourlard, H., & Dupont, S. (1997). Subband-based Speech Recognition. IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings. Peer reviewed |
Dupont, S., Ris, C., & Bourlard, H. (1997). Robust Speech Recognition Based on Multi-Stream Features. Paper presented at ESCA/NATO Workshop on Robust Speech Recognition for Unknown Communication Channels, Pont-à-Mousson, France. |
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. |
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 presented at Premières Journées Scientifiques et Techniques FRANCIL, Avignon, France. |
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). -. Peer reviewed |
Dupont, S., & Bourlard, H. (1996). Multiband approach for speech recognition. Paper presented at ProRisc 8th Annual WorkShop on Circuits, System and Signal Processing, Mierlo, Netherlands. |
| 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). -. Peer reviewed |
Bourlard, H., Dupont, S., Hermansky, H., & Morgan, N. (1996). Towards sub-band-based speech recognition. In EUSIPCO (1996). -. Peer reviewed |
Bourlard, H., Dupont, S., & Ris, C. (1996). Multi-Stream Speech Recognition: Rapport de Recherche Idiap-RR-07-1996. |
Dupont, S. (17 June 1996). Multi-Band Speech Recognition. Paper presented at COST Action 249 Continuous Speech Recognition over the Telephone 6th MCM and WGMs, Stockholm, Sweden. |
Dupont, S. (1995). Etude et Développement d'un Convertisseur Pitch-to-MIDI. Unpublished master thesis, Université de Mons. Jury: . |
