Bio
After a bachelor's degree in computer science at the University of Lyon 1 - with an academic exchange at the University of Ottawa in 2005 - I obtained a master's degree in computer science at the University of Caen Basse-Normandie in 2008.
During my thesis at the National Institute of Applied Sciences (INSA), defended in December 2011, I worked on the automatic structuring of TV streams at INRIA (Rennes) within the TEXMEX team, under the direction of Pascale Sébillot and Guillaume Gravier. I also spent 3 months in the Spoken Language Processing Group at Columbia University in 2010, working with Professor Julia Hirschberg on the use of prosodic information for the similarity computation of TV news.
In 2011-2012, I worked as a teaching assistant (ATER) at the University of Rennes 1 and joined the StatNews project at the University of California, Berkeley for 4 months (January-April 2012).
From September 2012 to August 2013, I did a postdoctoral fellowship at the Heidelberg Institute for Theoretical Studies (HITS) in the natural language processing group headed by Professor Michael Strube.
Since September 2013, I have been an associate professor at Paris Saclay University and teach at the IUT d'Orsay in the computer science department. Regarding my research, I am part of the Spoken Language Processing group at LISN where I work on multimedia documents analysis.
Research topics
Multimedia documents analysis
Spoken Language Processing
Natural Language Processing
Information Retrieval
Supervision
PhD
"Narrative structure extraction of TV series" - Aman Berhe - defended in October, 2021
"Multimodal representations for a multimodal question-answering system" - Paul Lerner - defended in November, 2023
"Automatic Adaptation of Textbooks for Children with Disabilities" - Élise Lincker
"Automatic summarization of long multimedia documents" - Théo Gigant
Master
"Neural methods for automatic content extraction and categorization" - Élise Lincker - 2022
"Development of a neural approach for topic segmentation of radio or TV broadcasts" - Lufei Liu - 2022
"Reading comprehension for answering multimedia questions" - Salem Massoud - 2022
"Visualization and Evaluation of the Narrative Structure of TV Series" - Quentin Lemasson - 2020
"Named speaker identification" - Léo Galmant - 2018
Publications
Journal papers
Paul Lerner, Salem Messoud, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, Jose G Moreno, Jesús Lovón Melgarejo. Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées. Traitement Automatique des Langues 2023, Volume 63 Numéro 2, 2023. [PDF]
Aman Berhe, Camille Guinaudeau, Claude Barras. Survey on Narrative Structure: from Linguistic Theories to Automatic Extraction Approaches. Traitement Automatique des Langues 2022, Volume 63 Numéro 1. December 2022. [PDF]
Camille Guinaudeau. Vision and Multi-modal Transformers. Human-Centered Artificial Intelligence, 13500, Springer International Publishing, Lecture Notes in Computer Science, pp.106-122. 2021. [PDF]
Aman Berhe, Claude Barras, Camille Guinaudeau. Video Scene Segmentation of TV Series Using Multimodal Neural Features. Series-International Journal of TV Serial Narratives 5.1 (2019): 59-68. [PDF]
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. Enhancing Lexical cohesion measure with confidence measures, semantic relations and language model interpolation for multimedia spoken content topic segmentation. Computer Speech and Language, 26(2):90-104, April 2012. [PDF]
Guillaume Gravier, Camille Guinaudeau, Gwénolé Lecorvé, Pascale Sébillot. Exploiting speech for automatic TV delinearization: From streams to cross-media semantic navigation. EURASIP Journal of Image and Video Processing, 2011(0), 2011. [PDF]
International Conferences
Paul Lerner, Olivier Ferret, Camille Guinaudeau. Cross-modal Retrieval for Knowledge-based Visual Question Answering. In Proceedings of the 46th European Conference on Information Retrieval, Glasgow, Scotland, March 2024. [PDF]
Théo Gigant, Frédéric Dufaux, Camille Guinaudeau et Marc Decombas. TIB: A Dataset for Abstractive Summarization of Long Multimodal. In Proceedings of the 20th International Conference on Content-based Multimedia Indexing, Orléans, France, September 2023. [PDF]
Élise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau et Caroline Huron. Noisy and Unbalanced Multimodal Document Classification: Textbook Exercises as a Use Case. In Proceedings of the 20th International Conference on Content-based Multimedia Indexing, Orléans, France, September 2023. [PDF]
Élise Lincker, Olivier Pons, Camille Guinaudeau, Isabelle Barbet, Jérôme Dupire, Céline Hudelot, Vincent Mousseau et Caroline Huron. Layout and Activity-based Textbook Modeling for Automatic PDF Textbook Extraction. In Proceedings of the 5th workshop on Intelligent Textbooks, Tokyo, Japan, July 2023. [PDF]
Paul Lerner, Olivier Ferret, Camille Guinaudeau. Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering. In Proceedings of the 45th European Conference on Information Retrieval, Dublin, Ireland, April 2023. [PDF]
Camille Guinaudeau, Andreu Girbau Xalabarder. Textual Analysis for Video Memorability Prediction. In Proceedings of the 13th MediaEval Multimedia Benchmark Workshop, Bergen, Norway, January 2023. [PDF]
Paul Lerner, Juliette Bergoënd, Camille Guinaudeau, Hervé Bredin, Benjamin Maurice, Sharleyne Lefevre, Martin Bouteiller, Aman Berhe, Léo Galmant, Ruiqing Yin and Claude Barras, Bazinga! A Dataset for Multi-Party Dialogues Structuring, In Proceedings of the 13th International Conference on Language Resources and Evaluation, Marseille, France, June 2022. [PDF]
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, Jose G Moreno and Jesús Lovón Melgarejo, ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities, In Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, June 2022. [PDF]
Aman Berhe, Camille Guinaudeau et Claude Barras. Scene Linking Annotation and Automatic Scene Characterization in TV Series. In Working Notes Proceedings of the Text2Story@ ECIR Workshop. 2020. [PDF]
Benjamin Maurice, Hervé Bredin, Ruiqing Yin, Jose Patino, Héctor Delgado, Claude Barras, Nicholas Evans, Camille Guinaudeau. ODESSA/PLUMCOT at Albayzin Multimodal Diarization Challenge 2018. Working Notes Proceedings of the IberSPEECH 2018 Workshop, 2018, Barcelona, Spain. [PDF]
Le Nam, Hervé Bredin, Gabriel Sargent, Miquel India, Paula Lopez-Otero, et al.. Towards large scale multimedia indexing: A case study on person discovery in broadcast news. Content-Based Multimedia Indexing CBMI, Juin 2017, Firenze, Italy. [PDF]
Hervé Bredin, Claude Barras et Camille Guinaudeau. Multimodal person discovery in broadcast TV at MediaEval 2016. In Working Notes Proceedings of the MediaEval 2016 Workshop, Barcelona, Spain, October 2016.
Camille Guinaudeau, Antoine Laurent, Hervé Bredin. LIMSI @ MediaEval SED 2014. In Working Notes Proceedings of the MediaEval 2014 Workshop, Barcelona, Spain, October 2014. [PDF]
Anindya Roy, Camille Guinaudeau, Hervé Bredin, Claude Barras. TVD: a Reproducible and Multiply Aligned TV Series Dataset. In 9th Language Resources and Evaluation Conference LREC 2014, Iceland, May 2014. [PDF]
Camille Guinaudeau, Anca-Roxana Simon, Guillaume Gravier, Pascale Sébillot. HITS and IRISA at MediaEval 2013: Search and Hyperlinking task. In Working Notes Proceedings of the MediaEval 2013 Workshop, Barcelona, Spain, October 2013. [PDF]
Camille Guinaudeau, Michael Strube. Graph-based Local Coherence Modeling. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, Sofia, Bulgaria, August 2013.
Maria Eskevich, Gareth J.F. Jones, Shu Chen, Robin Aly, Roeland Ordelman, Danish Nadeem, Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot, Tom De Nies, Pedro Debevere, Rik Van de Walle, Petra Galušcáková, Pavel Pecina and Martha Larson. Multimedia Information Seeking through Search And Hyperlinking. In Proceedings of the ACM International Conference on Multimedia Retrieval, Dallas, USA, April 2013.
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. IRISA at MediaEval 2012: Search and Hyperlinking Task. In Working Notes Proceedings of the MediaEval 2012 Workshop, Pisa, Italy, October 2012. [PDF]
Julien Lawto, Jean-Luc Gauvain, Lori Lamel, Gregory Grefenstette, Guillaume Gravier, Julien Despres, Camille Guinaudeau, Pascale Sébillot. A Scalable Video Search Engine Based on Audio Content Indexing and Topic Segmentation. In Proceedings of 2011 NEM Summit, Turin, Italy, September 2011. [PDF]
Camille Guinaudeau, Julia Hirschberg. Accounting for Prosodic Information to Improve ASR-Based Topic Tracking for TV Broadcast News. In 12th Annual Conference of the International Speech Communication Association, Interspeech'11, Florence, Italy, August 2011. [PDF]
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. Improving ASR-based topic segmentation of TV programs with confidence measures and semantic relations. In 11th Annual Conference of the International Speech Communication Association, Interspeech'10, Pages 1365-1368, Makuhari, Japan, September 2010. [PDF]
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. Utilisation de relations sémantiques pour améliorer la segmentation thématique de documents télévisuels. In 17e conférence sur le traitement automatique des langues naturelles, TALN'10, Montréal, Québec, Canada, July 2010. [PDF]
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. Can Automatic Speech Transcripts be Used for Large Scale TV Stream Description and Structuring?. In 1st International Workshop on Content-Based Audio/Video Analysis for Novel TV Services, CBTV'09, In conjunction with the International IEEE Symposium on Multimedia, ISM'09, San Diego, California, USA, December 2009. [PDF]
National Conferences
Élise Lincker, Camille Guinaudeau, Olivier Pons, Jérôme Dupire, Céline Hudelot, Vincent Mousseau, Isabelle Barbet, Caroline Huron. Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires. In 30e Conférence sur le Traitement Automatique des Langues Naturelles, Paris, France, June 2023. [PDF]
Paul Lerner, Olivier Ferret, Camille Guinaudeau. Recherche cross-modale pour répondre à des questions visuelles. In Actes de la Conférence sur le Traitement Automatique des Langues Naturelles, Paris, France, June 2023. [PDF]
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, Jose G Moreno and Jesús Lovón Melgarejo, Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées en utilisant des bases de connaissances, in Actes de la Conférence sur le Traitement Automatique des Langues Naturelles, Avignon, France, June 2022. [PDF]
Aman Berhe, Camille Guinaudeau et Claude Barras. "Détection de scènes remarquables dans un contexte de séries TV". In Conférence en Recherche d'Information et Applications, April 2021. [PDF]
Léo Galmant, Hervé Bredin, Camille Guinaudeau et Anne-Laure Ligozat. " Hé Manu, tu descends ? ": identification nommée du locuteur dans les dialogues. In Conférence en Recherche d'Information et Applications, March 2019. [PDF]
Antoine Laurent, Camille Guinaudeau, Anindya Roy. Analyse du corpus MATRICE-INA : exploration et classification automatique d’archives audiovisuelles de 1930 à 2012. In 30es Journées d’Étude sur la Parole, JEP'2014, France, June 2014. [PDF]
Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot. Indices utiles à la cohésion lexicale pour la segmentation thématique de documents oraux. In 28es Journées d'Étude sur la Parole, JEP'10, Mons, Belgium, May 2010. [PDF]
Camille Guinaudeau. Recherche d'information textuelle et phonétique pour le contrôle de l'étiquetage automatique d'émissions dans un flux télévisuel. In 4es Rencontres des Jeunes Chercheurs en Recherche d'Information, RJCRI'09, Presqu'île de Giens, France, May 2009. [PDF]
Thesis
Camille Guinaudeau. Structuration automatique de flux télévisuels. PhD Thesis. Institut National des Sciences Appliquées de Rennes, France, December 2011. [PDF]