Publication list - Idiap Publications

Managing Multimodal Data, Metadata and Annotations: Challenges and Solutions, Andrei Popescu-Belis, in: Multimodal Signal Processing for Human-Computer Interaction, Elsevier / Academic Press, 2009

Modeling interest in face-to-face conversations from multimodal nonverbal behavior, Daniel Gatica-Perez, in: In J.-P. Thiran, H. Bourlard, and F. Marques, (Eds.,',','), Multimodal Signal Processing, Academic Press, Academic Press, 2009

Multi-Person Bayesian Tracking with Multiple Cameras, Jian Yao and Jean-Marc Odobez, in: Multi-camera networks: principles and applications, pages 363-388, Academic Press, 2009

How does a dictation machine recognize speech ?, T. Dutoit, L. Couvreur and Hervé Bourlard, in: Applied Signal Processing--A MATLAB approach, Springer MA, 2008

Towards an Objective Test for Meeting Browsers: the BET4TQB Pilot Experiment, Andrei Popescu-Belis, Philippe Baudrion, Mike Flynn and Pierre Wellner, in: Machine Learning for Multimodal Interaction IV, Springer-Verlag, 2008

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Adaptation in Brain-Computer Interfaces, José del R. Millán, Anna Buttfield, C. Vidaurre, M. Krauledat, A. Schlögl, P. Shenoy, B. Blankertz, R.P.N. Rao, R. Cabeza, Gert Pfurtscheller and K. -R. Müller, in: Towards Brain-Computer Interfacing, The MIT Press, 2007

Error-Related EEG Potentials in Brain-Computer Interfaces, Pierre W. Ferrez and José del R. Millán, in: Towards Brain-Computer Interfacing, The MIT Press, 2007

Non-Invasive Estimates of Local Field Potentials for Brain-Computer Interfaces, R. Grave de Peralta Menendez, S. L. González Andino, Pierre W. Ferrez and José del R. Millán, in: Towards Brain-Computer Interfacing, The MIT Press, 2007

Tapping the Mind or Resonating Minds?, José del R. Millán, in: European Visions for the Knowledge Age, Cheshire Henbury, 2007

The IDIAP Brain-Computer Interface: An Asynchronous Multi-Class Approach, José del R. Millán, Pierre W. Ferrez and Anna Buttfield, in: Towards Brain-Computer Interfacing, The MIT Press, 2007

Non-Invasive Brain-Actuated Control of a Mobile Robot by Human EEG, José del R. Millán, F. Renkens, J. Mouriño and W. Gerstner, in: 2006 IMIA Yearbook of Medical Informatics, Schattauer Verlag, 2006

Brain-Computer Interfaces, José del R. Millán, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002

Hidden Markov Models and other Finite State Automata for Sequence Processing, Hervé Bourlard and Samy Bengio, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002

Robot Navigation, José del R. Millán, in: The Handbook of Brain Theory and Neural Networks: The Second Edition, The MIT Press, 2002

Towards Robust and Adaptive Speech Recognition Models, Hervé Bourlard, Samy Bengio and Katrin Weber, in: Mathematical Foundations of Speech Processing and Recognition, Springer-Verlag, 2002

Automatic Speech Recognition: an Auditory Perspective, Nelson Morgan, Hervé Bourlard and Hynek Hermansky, in: Speech Processing in the Auditory System, Springer Verlag, New York, 2000

Neural Networks in Automatic Speech Recognition, F. Beaufays, Hervé Bourlard, H. Franco and Nelson Morgan, in: to be published in The Handbook of Brain Theory and Neural Networks, Bradford Books, The MIT Press, 2000

Indexing Audio Documents by using Latent Semantic Analysis and SOM, Mikko Kurimo, in: Kohonen Maps, Elsevier, 1999

Speech Reading, Juergen Luettin, in: Modern Interface Technology: The Leading Edge, Research Studies Press Ltd., 1999

Connectionist Techniques, Hervé Bourlard and Nelson Morgan, in: Survey of the State of the Art in Human Language Technology, Cambridge University Press, 1998

Hybrid HMM/ANN Systems for Speech Recognition: Overview and New Research Directions, Hervé Bourlard and Nelson Morgan, in: Adaptive Processing of Sequences and Data Structures, Springer Verlag, 1998

Ellipsometry, Indu Saxena, in: Optical Metrology, Artech House, 1997

Neural Network Adaptations to Hardware Implementations, Perry Moerland and Emile Fiesler, in: Handbook of Neural Computation, Institute of Physics Publishing and Oxford University Publishing, 1997

Active Shape Models for Visual Speech Feature Extraction, Juergen Luettin, Neil A. Thacker and Steve W. Beet, in: Speechreading by Humans and Machines, Springer Verlag, 1996

Machine Recognition and Applications, Juergen Luettin, Michael Vogt and Christoph Bregler, in: Speechreading by Humans and Machines, Springer Verlag, 1996

Neural Network Topologies, Emile Fiesler, in: Handbook of Neural Computation, 1996

Reconnaissance et compréhension de la parole: évaluation et applications, F. Néel, Gérard Chollet, F. Lamel, W. Minker and Andrei Constantinescu, in: Fondements et perspectives en traitement automatique de la parole, AUPELF -- UREF, 1996

Supervised Ontogenic Networks, Emile Fiesler and K. Cios, in: Handbook of Neural Computation, 1996

A Hybrid Approach to Continuous Speech Recognition, Kari Torkkola and Teuvo Kohonen, in: The handbook of brain theory and neural networks, The MIT Press, 1995

An All-Optical Forward Propagation Multilayer Neural Network, Indu Saxena and Emile Fiesler, in: From Natural to Artificial Neural Computation, Springer Verlag, 1995

Applying Handwriting Recognition to US Census Forms, Thomas M. Breuel, in: Recent Developments in Computer Vision, Springer, 1995

Assessment of speaker verification systems, Gérard Chollet and Frédéric Bimbot, in: Spoken Language Ressources and Assessment, EAGLES Handbook, 1995

Handwriting Recognition, Thomas M. Breuel, in: Recent Developments in Computer Vision, Springer, 1995

Les domaines d'application des technologies vocales, Gérard Chollet, in: Fondements et perspectives en traitement automatique de la parole, GDR-PRC Communication Homme-Machine, 1995

Neural Network Initialization, Georg Thimm and Emile Fiesler, in: From Natural to Artificial Neural Computation, Springer Verlag, 1995

"I'm Right Here With You": LLMs Using First-Person Language in Therapeutic Interactions, Janna Hastings, in: Social Computing and Social Media: 18th International Conference, SCSM 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26?31, 2026, Proceedings, Part II, 2026

Abstract Compression of Conversational Audio Context for LLM-based ASR, Shashi Kumar, Esaú Villatoro-Tello, Sergio Burdisso, Kadri Hacioğlu, Thibault Bañeras-Roux, Hasindri Sankalpana Watawana, Dairazalia Sanchez-Cortes, Srikanth Madikeri, Petr Motlicek and Andreas Stolcke, in: IEEE Spoken Language Technology 2026, 2026

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Avoiding Catastrophic Forgetting in Text-Only Adaptation of LLM-based ASR via Multi-View Text Denoising, Sergio Burdisso, Esaú Villatoro-Tello, Thibault Bañeras-Roux, Shashi Kumar, Srikanth Madikeri, Pradeep Rangappa, Manjunath K E, Petr Motlicek and Andreas Stolcke, in: INTERSPEECH 2026, 2026

Benchmarking Multimodal Large Language Models for Face Recognition, Hatef Otroshi Shahreza and Sébastien Marcel, in: Proceedings of the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2026

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Better Language Models Require Better Domain-Specific Inductive Biases, Damien Teney, Liangze Jiang, Zachary Shinnick, Hemanth Saratchandran and Simon Lucey, in: Conference on Neural Information Processing Systems, 2026

Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries, Marion Baranes, Romain Hennequin and Elena V. Epure, in: Proceedings of the 4th Workshop on NLP for Music and Audio, 2026

Beyond the Last Frame: Temporal Modelling of Fluorescein Angiography for Hyperfluorescence Classification, Tymo van Rijn, Roberto Pulvirenti, Mahshid Shiri, Ilenia Meloni, Oscar Jimenez-del-Toro, Mattia Tomasoni, Florence Hoogewoud, Eirini Kaisari and André Anjos, in: Ophthalmic Medical Image Analysis (OMIA13), MICCAI 2026 Workshops, 2026

Building A Civic Tool for Community-Police Engagement to Adapt Neighborhood Policing, Ravinithesh Annapureddy, Staņislavs Šeiko, Natalie Higham-James, William Droz, Alessandro Fornaroli, Sarah Vollmer, Britta Elena Hecking and Daniel Gatica-Perez, in: Designing Interactive Systems Conference (DIS '26), June 13--17, 2026, Singapore, Singapore, pages 2156–2175, Association for Computing Machinery, 2026

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Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks, Damien Teney, Liangze Jiang, Hemanth Saratchandran and Simon Lucey, in: International Conference on Learning Representations, 2026

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Can you learn to see without images? procedural warm-up for vision transformers, Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran, Damien Teney and Anton van den Hengel, in: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026

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Closing the Speech-Text Gap with Limited Audio for Effective Domain Adaptation in LLM-Based ASR, Thibault Bañeras-Roux, Sergio Burdisso, Esaú Villatoro-Tello, Dairazalia Sanchez-Cortes, Shiran Liu, Severin Baroudi, Shashi Kumar, Hasindri Sankalpana Watawana, Manjunath K E, Kadri Hacioğlu, Petr Motlicek and Andreas Stolcke, in: INTERSPEECH 2026, 2026

Comparing Natural and Synthetic Structured Data: A Study of the Passive Verb Alternation in French and Italian, Giuseppe Samo and Paola Merlo, in: Proceedings of the Workshop on Structured Linguistic Data and Evaluation (SLiDE), 2026

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Concatenative Neural Speech Synthesis, Karl El Hajal, Sanat Kumar Agrawal, Enno Hermann and Mathew Magimai-Doss, in: IEEE SLT, 2026

Context Projector: Complementary Keyword and Dialogue Context Embeddings for LLM-based ASR, Esaú Villatoro-Tello, Sergio Burdisso, Shashi Kumar, Hasindri Sankalpana Watawana, Srikanth Madikeri, Manjunath K E, Jeena Prakash, Thibault Bañeras-Roux, Kadri Hacioğlu, Petr Motlicek and Andreas Stolcke, in: INTERSPEECH 2026, 2026

Data Augmentation for Pathological Speech Enhancement, Mingchi Hou, Enno Hermann and Ina Kodrasi, in: European Signal Processing Conference, 2026