selected publications

• academic article

  • Voice characteristics from isolated rapid eye movement sleep behavior disorder to early Parkinson's disease.  Parkinsonism & Related Disorders.  95:86-91. 2022
  • Privacy‐preserving speaker verification system based on binary I‐vectors.  IET Biometrics.  10:233-245. 2021
  • X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech.  Frontiers in Neuroinformatics.  15. 2021
  • Preserving privacy in speaker and speech characterisation.  Computer Speech & Language.  58:441-480. 2019
  • 3D Face Pose and Animation Tracking via Eigen-Decomposition based Bayesian Approach.  arXiv (Cornell University).  2019
  • Enhancing Information Security and Privacy by Combining Biometrics with Cryptography.  Synthesis lectures on information security, privacy, and trust.  3:1-140. 2012

• blog posting

  • The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly.  arXiv (Cornell University). 2021

• book

  • Enhancing Information Security and Privacy by Combining Biometrics with Cryptography 2012

• chapter

  • Generic Face Detection and Pose Estimation Algorithm Suitable for the Face De-identification Problem.  Advances in intelligent systems and computing. 225-234. 2015
  • Obtaining Cryptographic Keys Using Multi-biometrics.  Springer eBooks. 123-148. 2013
  • Biometrics-Based Secure Authentication Protocols.  Synthesis lectures on information security, privacy, and trust. 79-91. 2012
  • Cancelable Biometric System.  Synthesis lectures on information security, privacy, and trust. 19-39. 2012
  • Concluding Remarks.  Synthesis lectures on information security, privacy, and trust. 93-94. 2012
  • Cryptographic Key Regeneration Using Biometrics.  Synthesis lectures on information security, privacy, and trust. 41-77. 2012
  • Introduction.  Synthesis lectures on information security, privacy, and trust. 1-17. 2012
  • Cancelable Biometrics for Better Security and Privacy in Biometric Systems.  Communications in computer and information science. 20-34. 2011
  • 2D Face Recognition.  Springer eBooks. 213-262. 2009
  • 2D Face Recognition in the IV2 Evaluation Campaign.  Lecture notes in computer science. 24-32. 2009
  • BioSecure Multimodal Evaluation Campaign 2007 (BMEC’2007).  Springer eBooks. 327-371. 2009
  • Introduction—About the Need of an Evaluation Framework in Biometrics.  Springer eBooks. 1-10. 2009
  • Text-independent Speaker Verification.  Springer eBooks. 167-211. 2009

• conference paper

  • Early-Stage Parkinson's Disease Detection Based on Optical Flow and Video Vision Transformer.  . 1-6. 2024
  • Early-Stage Parkinson's Disease Detection based on Action Unit Derivatives.  HAL (Le Centre pour la Communication Scientifique Directe). 2023
  • The EMPATHIC Virtual Coach: a demo.  . 848-851. 2021
  • Face Emotion Recognition From Static Image Based on Convolution Neural Networks.  . 1-6. 2020
  • Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson’s Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models.  Interspeech 2022. 3033-3037. 2019
  • The EMPATHIC project: mid-term achievements.  Communities in ADDI (University of the Basque Country). 629-638. 2019
  • The EMPATHIC project.  . 629-638. 2019
  • The EMPATHIC project.  Communities in ADDI (Universidad del Pais Vasco). 2019
  • Analyse de la voix au stade débutant de la maladie de Parkinson et corrélations avec analyse clinique et neuroimagerie.  HAL (Le Centre pour la Communication Scientifique Directe). 2019
  • Automatic detection of early stages of Parkinson's disease through acoustic voice analysis with mel-frequency cepstral coefficients.  . 1-6. 2017
  • Unsupervised Data-driven Hidden Markov Modeling for Text-dependent Speaker Verification.  . 199-207. 2017
  • L'analyse de la voix comme outil de diagnostique précoce de la maladie de Parkinson : état de l'art.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Cohort selection for text-dependent speaker verification score normalization.  . 689-692. 2016
  • Automatic speaker verification using Nearest Neighbor Normalization (3N) on an iPad tablet.  HAL (Le Centre pour la Communication Scientifique Directe). 2014
  • A reference system for animal biometrics: Application to the northern leopard frog.  . 295-300. 2014
  • ALISP-Based Data Compression for Generic Audio Indexing.  Data Compression Conference. 273-282. 2014
  • Detection of repeating items in audio streams using data-driven ALISP sequencing.  . 446-451. 2014
  • Semi-Automated Identification of Leopard Frogs.  . 679-686. 2014
  • The 2013 speaker recognition evaluation in mobile environment.  . 1-8. 2013
  • Detection of nonlinguistic vocalizations using ALISP sequencing.  IEEE International Conference on Acoustics Speech and Signal Processing. 7557-7561. 2013
  • Speaker diarization using data-driven audio sequencing.  IEEE International Conference on Acoustics Speech and Signal Processing. 7736-7740. 2013
  • 3D Face Pose Tracking from Monocular Camera via Sparse Representation of Synthesized Faces.  . 328-333. 2013
  • A Generic Audio Identification System for Radio Broadcast Monitoring Based on Data-Driven Segmentation.  . 427-432. 2012
  • Prototype of a radio-on-demand broadcast receiver with real time musical genre classification.  HAL (Le Centre pour la Communication Scientifique Directe). 2012
  • Multi-biometrics based crypto-biometric session key generation and sharing protocol.  . 109-114. 2011
  • IRIM at TRECVID 2010: Semantic Indexing and Instance Search.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Generating and sharing biometrics based session keys for secure cryptographic applications.  . 1-7. 2010
  • 3D Active Shape Model for Automatic Facial Landmark Location Trained with Automatically Generated Landmark Points.  . 3801-3805. 2010
  • Obtaining cryptographic keys using feature level fusion of iris and face biometrics for secure user authentication.  IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops. 138-145. 2010
  • Iris based authentication mechanism for e-Passports.  . 1-5. 2010
  • L'usage de la biométrie est il contradictoire avec le respect de la vie privée ?.  HAL (Le Centre pour la Communication Scientifique Directe). 2010
  • Multi-biometrics based cryptographic key regeneration scheme.  . 1-7. 2009
  • Cancelable iris biometrics and using Error Correcting Codes to reduce variability in biometric data.  2009 IEEE Conference on Computer Vision and Pattern Recognition. 120-127. 2009
  • Cancelable iris biometrics and using Error Correcting Codes to reduce variability in biometric data.  2009 IEEE Conference on Computer Vision and Pattern Recognition. 2009
  • 2D face verification system: LDA applied to Gabor features with simple quality measures.  HAL (Le Centre pour la Communication Scientifique Directe). 2008