2026 Guillaume Gravier: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	37	10647	10349	260	253	200	6666

Overview

Guillaume Gravier is affiliated with the Centre national de la recherche scientifique, CNRS in France. Their research primarily falls within the field of Computer Science, with substantial contributions in Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Signal Processing, and Statistical and Nonlinear Physics.

The scientist's work covers multiple subfields and topics including:

Artificial Intelligence
Computer Vision and Pattern Recognition
Information Systems
Signal Processing
Statistical and Nonlinear Physics

Main topics of research focus on:

Topic Modeling
Natural Language Processing Techniques
Explainable Artificial Intelligence (XAI)
Adversarial Robustness in Machine Learning
Complex Network Analysis Techniques
Human Pose and Action Recognition
Anomaly Detection Techniques and Applications

Guillaume Gravier has published work in a range of venues, with the most frequent including:

arXiv (Cornell University)
International Journal of Data Science and Analytics
HAL (Le Centre pour la Communication Scientifique Directe)
IEEE Transactions on Affective Computing
Semantic Web

Recent publications by Gravier consist of:

The ETAPE corpus for the evaluation of speech-based TV content processing in the French language, 2025, HAL (Le Centre pour la Communication Scientifique Directe)
Affect in Multimedia: Benchmarking Violent Scenes Detection, 2020, IEEE Transactions on Affective Computing
A survey on training and evaluation of word embeddings, 2021, International Journal of Data Science and Analytics
Understanding the phenomenology of reading through modelling, 2020, Semantic Web
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference, 2021, 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Frequent collaborators in Gravier's research include:

Pascale Sébillot
Duc Hau Nguyen
Zenilton K. G. Patrocínio
Silvio Jamil F. Guimarães
Géraud Faye

Best Publications

A tutorial on text-independent speaker verification

Frédéric Bimbot;Jean-François Bonastre;Corinne Fredouille;Guillaume Gravier

1275
Citations
Recent advances in the automatic recognition of audiovisual speech

G. Potamianos;C. Neti;G. Gravier;A. Garg

982
Citations
The ESTER Phase II Evaluation Campaign for the Rich Transcription of French Broadcast News

Sylvain Galliano;Edouard Geoffrois;Djamel Mostefa;Khalid Choukri

364
Citations
The ESTER 2 Evaluation Campaign for the Rich Transcription of French Radio Broadcasts

Sylvain Galliano;Guillaume Gravier;Laura Chaubard

329
Citations
Proceedings of the 27th ACM International Conference on Multimedia

Laurent Amsaleg;Benoit Huet;Martha Larson;Martha Larson;Guillaume Gravier

308
Citations
The ETAPE corpus for the evaluation of speech-based TV content processing in the French language

Guillaume Gravier;Gilles Adda;Niklas Paulsson;Matthieu Carr'e

206
Citations
Corpus description of the ESTER Evaluation Campaign for the Rich Transcription of French Broadcast News

Sylvain Galliano;Edouard Geoffrois;Guillaume Gravier;Jean-François Bonastre

139
Citations
Speaker diarization using bottom-up clustering based on a parameter-derived distance between adapted GMMs.

Michael Betser;Frédéric Bimbot;Mathieu Ben;Guillaume Gravier

113
Citations
HMM based structuring of tennis videos using visual and audio cues

E. Kijak;G. Gravier;P. Gros;L. Oisel

99
Citations
Audiovisual integration for tennis broadcast structuring

Ewa Kijak;Guillaume Gravier;Lionel Oisel;Patrick Gros

97
Citations
The ESTER Evaluation Campaign for the Rich Transcription of French Broadcast News

Guillaume Gravier;Jean-François Bonastre;Edouard Geoffrois;Sylvain Galliano

94
Citations
The spoken web search task at MediaEval 2012

Florian Metze;Xavier Anguera;Etienne Barnard;Marelie Davel

91
Citations
The Spoken Web Search Task at MediaEval 2011

Florian Metze;Nitendra Rajput;Xavier Anguera;Marelie Davel

88
Citations
Audio keyword extraction by unsupervised word discovery

Armando Muscariello;Guillaume Gravier;Frédéric Bimbot

85
Citations
Asynchrony modeling for audio-visual speech recognition

Guillaume Gravier;Gerasimos Potamianos;Chalapathy Neti

79
Citations
VSD, a public dataset for the detection of violent scenes in movies: design, annotation, analysis and evaluation

Claire-Hélène Demarty;Cédric Penet;Mohammad Soleymani;Guillaume Gravier

78
Citations
The Spoken Web Search Task

Florian Metze;Etienne Barnard;Marelie H. Davel;Charl Johannes van Heerden

76
Citations
The MediaEval 2012 Affect Task: Violent Scenes Detection

Claire-Hélène Demarty;Cédric Penet;Guillaume Gravier;Mohammad Soleymani

74
Citations
Multimedia information seeking through search and hyperlinking

Maria Eskevich;Gareth J.F. Jones;Robin Aly;Roeland J.F. Ordelman

69
Citations
Maximum entropy and MCE based HMM stream weight estimation for audio-visual ASR

Guillaume Gravier;Scott Axelrod;Gerasimos Potamianos;Chalapathy Neti

65
Citations
Working Notes Proceedings of the MediaEval Workshop

Guillaume Gravier;Demarty Claire-Hélène;Hervé Bredin;Ionescu Bogdan

25
Citations

Frequent Co-Authors

Frédéric Bimbot French Institute for Research in Computer Science and Automation - INRIA

Martha Larson Radboud University

Mohammad Soleymani University of Southern California

Jean-François Bonastre University of Avignon

Hervé Jégou Facebook (United States)

Chalapathy Neti IBM (United States)

Gareth J. F. Jones Dublin City University

Gerasimos Potamianos University Of Thessaly

Florian Metze Carnegie Mellon University

Xavier Anguera ELSA Speak

External Links

Personal website of Guillaume Gravier Google Scholar page

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