Publication list - Idiap Publications

Estimating the Causal Effects of Natural Logic Features in Transformer-Based NLI Models, Julia Rozanova, Marco Valentino and Andre Freitas, in: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, 2024

Special issue on robot learning for human-robot collaboration, L. Rozo, H. Ben Amor, Sylvain Calinon, A. Dragan and D. Lee, in: Autonomous Robots, 42(5):953-956, 2018

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Learning Optimal Controllers in Human-robot Cooperative Transportation Tasks with Position and Force Constraints, L. Rozo, D. Bruno, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), Hamburg, Germany, pages 1024-1030, 2015

Learning Force and Position Constraints in Human-robot Cooperative Transportation, L. Rozo, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE Intl Symposium on Robot and Human Interactive Communication (Ro-Man), Edinburgh, Scotland, UK, pages 619-624, 2014

Learning Physical Collaborative Robot Behaviors from Human Demonstrations, L. Rozo, Sylvain Calinon, D. G. Caldwell, P. Jimenez and C. Torras, in: IEEE Trans. on Robotics, 32(3):513-527, 2016

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Learning Manipulability Ellipsoids for Task Compatibility in Robot Manipulation, L. Rozo, N. Jaquier, Sylvain Calinon and D. G. Caldwell, in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, pages 3183-3189, 2017

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Learning Controllers for Reactive and Proactive Behaviors in Human-Robot Collaboration, L. Rozo, J. Silverio, Sylvain Calinon and D. G. Caldwell, in: Frontiers in Robotics and AI, 3(30):1-11, 2016

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Mi Casa es su Casa? Examining Airbnb Hospitality Exchange Practices in a Developing Economy, Salvador Ruiz-Correa, Itzia Ruiz-Correa, Carlo Olmos Carrillo, Fátima Alba Rendón-Huerta, Beatriz Ramirez-Salazar, Laurent Son Nguyen and Daniel Gatica-Perez, in: ACM Transactions on Social Computing, 2(1), 2019

The Young and the City: Crowdsourcing Urban Awareness in a Developing Country, Salvador Ruiz-Correa, Darshan Santani and Daniel Gatica-Perez, in: Proceedings of the First International Conference on IoT in Urban Space, pages 74-79, 2014

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SenseCityVity: Mobile Crowdsourcing, Urban Awareness, and Collective Action in Mexico, Salvador Ruiz-Correa, Darshan Santani, Beatriz Ramirez-Salazar, Itzia Ruiz-Correa, Fátima Alba Rendón-Huerta, Carlo Olmos Carrillo, Brisa Sandoval Mexicano, Angel Arcos Garcia, Rogelio Hasimoto-Beltran and Daniel Gatica-Perez, in: IEEE Pervasive Computingg, Special Issue on Smart Cities, 16(2):44-53, 2017

On Local Features for Face Verification, Marc Saban and Conrad Sanderson, Idiap-RR-36-2004

Open-Vocabulary Keyword Spotting With Audio And Text Embeddings, Niccolò Sacchi, Alexandre Nanchen, Martin Jaggi and Milos Cernak, in: Proceedings of Interspeech 2019, 2019

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I4U Submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification, Rahim Saedi, Kong Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilci, Billy Braithwaite, Gonzalez-Hautamäki Rosa, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David Van Leeuwen, Bin Ma, Haizhou Li, John Hansen, Jean-François Bonastre, Sébastien Marcel, John Mason and Eliathamby Ambikairajah, Idiap-RR-34-2013

I4U Submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification, Rahim Saedi, Kong Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilci, Billy Braithwaite, Gonzalez-Hautamäki Rosa, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David Van Leeuwen, Bin Ma, Haizhou Li, John Hansen, Jean-François Bonastre, Sébastien Marcel, John Mason and Eliathamby Ambikairajah, in: INTERSPEECH, Lyon, France, 2013

Defining the role of real-world data in cancer clinical research: the position of the European Organisation for Research and Treatment of Cancer, Robbe Saese, Andre Freitas and et al., in: European Journal of Cancer, 2023

Unified Framework Of Feature Based Adaptation For Statistical Speech Synthesis And Recognition, Lakshmi Saheer, Ecole Polytechnique Federale de Lausanne (EPFL), 2012

Automatic Staging of Audio with Emotions, Lakshmi Saheer and Milos Cernak, in: International Conference on Affective Computing and Intelligent Interaction, 2013

Vocal Tract Length Normalization for Statistical Parametric Speech Synthesis, Lakshmi Saheer, John Dines and Philip N. Garner, in: IEEE Transactions on Audio, Speech and Language Processing, 2012

Implementation of VTLN for Statistical Speech Synthesis, Lakshmi Saheer, John Dines, Philip N. Garner and Hui Liang, Idiap-RR-32-2010

Implementation of VTLN for Statistical Speech Synthesis, Lakshmi Saheer, John Dines, Philip N. Garner and Hui Liang, in: Proceedings of ISCA Speech Synthesis Workshop, Kyoto, Japan, 2010

Study of Jacobian Normalization for VTLN, Lakshmi Saheer, Philip N. Garner and John Dines, Idiap-RR-25-2010

VTLN Adaptation for Statistical Speech Synthesis, Lakshmi Saheer, Philip N. Garner, John Dines and Hui Liang, in: Proceedings of ICASSP, Dallas, Texas, 2010

VTLN Adaptation for Statistical Speech Synthesis, Lakshmi Saheer, Philip N. Garner, John Dines and Hui Liang, Idiap-RR-41-2009

VTLN-Based Rapid Cross-Lingual Adaptation for Statistical Parametric Speech Synthesis, Lakshmi Saheer, Hui Liang, John Dines and Philip N. Garner, Idiap-RR-12-2012

Syllabic Pitch Tuning for Neutral-to-Emotional Voice Conversion, Lakshmi Saheer, Xingyu Na and Milos Cernak, Idiap-RR-31-2015

Understanding Factors in Emotion Perception, Lakshmi Saheer and Blaise Potard, in: ISCA Speech Synthesis Workshop, 2013

Understanding Factors in Emotion Perception, Lakshmi Saheer and Blaise Potard, Idiap-RR-28-2013

Combining Vocal Tract Length Normalization with Hierarchical Linear Transformations, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, in: IEEE Journal of Selected Topics in Signal Processing - Special Issue on Statistical Parametric Speech Synthesis, 8(2):262 - 272, 2014

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Bias Adaptation for Vocal Tract Length Normalization, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, Idiap-RR-12-2013

Combining Vocal Tract Length Normalization with Linear Transformations in a Bayesian Framework, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, Idiap-RR-11-2012

COMBINING VOCAL TRACT LENGTH NORMALIZATION WITH HIERARCHIAL LINEAR TRANSFORMATIONS, Lakshmi Saheer, Junichi Yamagishi, Philip N. Garner and John Dines, in: Proceedings in International conference on Speech and Signal processing, Kyoto, Japan, pages 4493-4496, IEEE SPS (ICASSP), 2012

The Speed Submission to DIHARD II: Contributions & Lessons Learned, Md Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Herve Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas Evans, Sébastien Marcel, Stefano Squartini and Claude Barras, Idiap-RR-14-2019

[UNK]: https://arxiv.org/abs/1911.02388

Automatic Dialect Detection for Low Resource Santali Language, Sunil Kumar Sahoo, Brojo Kishore Mishra, Shantipriya Parida, Satya Ranjan Dash, Jatindra Nath Besra and Esaú Villatoro-Tello, in: Proceeding of International Conference on Information Technology (OCIT), 2021

Classifier Implementation for Spontaneous EEG Activity during Schizophrenic Psychosis, Rekha Sahu, Satya Ranjan Dash, Lleuvelyn A Cacha, Roman R Poznanski and Shantipriya Parida, in: Computacion y Sistemas (CyS), 25(3), 2021

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Epileptic seizure detection: a comparative study between deep and traditional machine learning techniques, Rekha Sahu, Satya Ranjan Dash, Lleuvelyn A Cacha, Roman R Poznanski and Shantipriya Parida, in: Journal of Integrative Neuroscience, 19(1):1-9, 2020

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Privacy-Preserving Machine Learning on Graphs, Sina Sajadmanesh, EPFL, 2023

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ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees, Sina Sajadmanesh and Daniel Gatica-Perez, in: The 17th ACM International Conference on Web Search and Data Mining, 2024

When Differential Privacy Meets Graph Neural Networks, Sina Sajadmanesh and Daniel Gatica-Perez, Idiap-RR-06-2023

Locally Private Graph Neural Networks, Sina Sajadmanesh and Daniel Gatica-Perez, in: ACM Conference on Computer and Communications Security (CCS), 2021

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation, Sina Sajadmanesh, Ali Shahin Shamsabadi, Aurélien Bellet and Daniel Gatica-Perez, in: 32nd USENIX Security Symposium (USENIX Security 23), 2023

Proceedings of the 16th International Conference on Multimodal Interaction, ICMI 2014, Istanbul, Turkey, November 12-16, 2014., Albert Ali Salah, Jeffrey F. Cohn, Björn Schuller, Oya Aran, Louis-Philippe Morency and Philip R. Cohen, ACM, 2014

Creative Applications of Human Behavior Understanding. HBU 2013: 1-14, Albert Ali Salah, Hayley Hung, Oya Aran and Hatice Gunes, in: Human Behavior Understanding, pages 1-14, 2013

Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment, Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes and Matthew Turk, in: ACM Transactions on Interactive Intelligent Systems, 5(2):6, 2015

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Recent Developments in Social Signal Processing, Albert Ali Salah, Maja Pantic and Alessandro Vinciarelli, in: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pages 380-385, 2011

Annulation d'écho sur une ligne téléphonique, Florian Salamin, François Corthay, Olivier Bornet and Jean-Luc Cochard, Idiap-Com-06-1996

Datapump Full-Duplex, Florian Salamin, François Corthay, Olivier Bornet and Jean-Luc Cochard, Idiap-Com-02-1996

Automatic Role Recognition in Multiparty Recordings: Using Social Affiliation Networks for Feature Extraction, Hugues Salamin, Sarah Favre and Alessandro Vinciarelli, in: IEEE Transactions on Multimedia, 11(7), 2009

More than Words: Inference of Socially Relevant Information from Nonverbal Vocal Cues in Speech, Hugues Salamin, Gelareh Mohammadi, Khiet Truong and Alessandro Vinciarelli, in: Toward Autonomous, Adaptive, and Context-Aware Multimodal Interfaces: Theoretical and Practical Issues, A.Esposito (ed.), LNCS,Springer, 2010

Automatic Role Recognition Based on Conversational and Prosodic Behaviour, Hugues Salamin, Khiet Truong, Gelareh Mohammadi and Alessandro Vinciarelli, in: Proceedings of the ACM International Conference on Multimedia, 2010