Currently transitioning from the Johns Hopkins University, USA to the AMIAD, FR. I work on speech technologies, AI, and security, with a focus on speech anonymization, deepfake detection, speech-aware large language models, and speaker recognition. My research explores trustworthy and privacy-preserving speech processing, as well as national and international collaborations.
Interpretable Features for the Assessment of Neurodegenerative Diseases through Handwriting Analysis — IEEE Journal of Biomedical and Health Informatics, 2025
Advancing Alzheimer's Disease Detection via Multimodal Fusion of Speech and Eye Movement Data — IEEE EMBC, 2025
Sampling Rate Guidelines for Eye-Tracking in Neurological Disorders: A Task-Specific Multimetric Analysis — IEEE EMBC, 2025
Multimodal Characterization of Alzheimer's Disease Using Speech, Eye Movement, and Handwriting — Alzheimer's & Dementia, 2024
Cognitive Assessment through Writing Tasks — Alzheimer's & Dementia, 2024
Analyzing Attention Focus in the Cookie Theft Picture Description Task Using Word Alignment — Alzheimer's & Dementia, 2024
Dynamics of Handwriting for Cognitive Assessment — Alzheimer's & Dementia, 2024
Consistent Explainable Features for Alzheimer's Disease Assessment through Handwriting — Alzheimer's & Dementia, 2024
Discovering Invariant Patterns of Cognitive Decline via an Automated Analysis of the Cookie Thief Picture Description Task — Odyssey, 2024
Exploring the Complementary Nature of Speech and Eye Movements for Profiling Neurological Disorders — Interspeech, 2024
Unveiling Early Signs of Parkinson's Disease via a Longitudinal Analysis of Celebrity Speech Recordings — npj Parkinson's Disease, 2024
Technology and Dementia Preconference — Alzheimer's & Dementia, 2024
Interpretable Speech Features vs. DNN Embeddings: What to Use in the Automatic Assessment of Parkinson's Disease in Multi-Lingual Scenarios — Computers in Biology and Medicine, 2023
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech across Corpora? — Interspeech, 2023
Evaluation of Interpretable Speech Biomarkers for Monitoring Alzheimer's Disease and Mild Cognitive Impairment Progression — Alzheimer's & Dementia, 2023
Handwriting Characteristics Analysis for Alzheimer's Disease and Mild Cognitive Impairments Assessment — Alzheimer's & Dementia, 2023
SPEAR
2025–2026
Evaluation of speech-to-speech large language models in conversational settings.
Related publications
StanceBench: A Benchmark for Audio LLM-Based Interpersonal Stance Evaluation from Speech — Interspeech, 2026
Spoken conversation analysis, speaker characterization, and emotional state modeling using audio foundation models and multimodal large language models.
Related publications
Scaling Multi-Talker ASR with Speaker-Agnostic Activity Streams — IEEE ICASSP, 2026
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation — Interspeech, 2026
Research on unsupervised source separation in noisy and far-field conditions.
Related publications
SoloSpeech: Enhancing Intelligibility and Quality in Target Speech Extraction through a Cascaded Generative Pipeline — IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2026
On the Invertibility of a Voice Privacy System Using Embedding Alignment — IEEE ASRU, 2021
Spoofing Speaker Verification with Voice Style Transfer and Reconstruction Loss — IEEE WIFS, 2021
Handwritten Digits Reconstruction from Unlabelled Embeddings — IEEE ICASSP, 2021
Unsupervised Labelling of Stolen Handwritten Digit Embeddings with Density Matching — International Conference on Applied Cryptography and Network Security, 2020
