| 2024 | COLING | Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers. | Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Mathieu Balaguer, Virginie Woisard |
| 2024 | Interspeech | Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models. | Malo Maisonneuve, Corinne Fredouille, Muriel Lalain, Alain Ghio, Virginie Woisard |
| 2022 | ICASSP | Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders Step 2: Contribution of the Emergence of Phonetic Traits. | Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard |
| 2022 | Interspeech | Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia. | Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard |
| 2022 | LREC | The Speed-Vel Project: a Corpus of Acoustic and Aerodynamic Data to Measure Droplets Emission During Speech Interaction. | Francesca Carbone, Gilles Bouchet, Alain Ghio, Thierry Legou, Carine Andr, Muriel Lalain, Sabrina Kadri, Caterina Petrone, Federica Procino, Antoine Giovanni |
| 2020 | Interspeech | Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders - Step 1: CNN Model-Based Phone Classification. | Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard |
| 2020 | LREC | How to Compare Automatically Two Phonological Strings: Application to Intelligibility Measurement in the Case of Atypical Speech. | Alain Ghio, Muriel Lalain, Laurence Giusti, Corinne Fredouille, Virginie Woisard |
| 2020 | LREC | Have a Cake and Eat it Too: Assessing Discriminating Performance of an Intelligibility Index Obtained from a Reduced Sample Size. | Anna K. Marczyk, Alain Ghio, Muriel Lalain, Marie Rebourg, Corinne Fredouille, Virginie Woisard |
| 2018 | Interspeech | Automatic Evaluation of Speech Intelligibility Based on I-vectors in the Context of Head and Neck Cancers. | Imed Laaridh, Corinne Fredouille, Alain Ghio, Muriel Lalain, Virginie Woisard |
| 2018 | LREC | Carcinologic Speech Severity Index Project: A Database of Speech Disorder Productions to Assess Quality of Life Related to Speech After Cancer. | Corine Astsano, Mathieu Balaguer, Jrme Farinas, Corinne Fredouille, Pascal Gaillard, Alain Ghio, Imed Laaridh, Muriel Lalain, Benot Lepage, Julie Mauclair, Olivier Nocaudie, Julien Pinquier, Oriol Pont, Gilles Pouchoulin, Michle Puech, Danile Robert, Etienne Sicard, Virginie Woisard |