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2020 – today
- 2024
[c4]Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Mathieu Balaguer, Virginie Woisard:
Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers. LREC/COLING 2024: 9170-9179- 2023
- [b1]Sondes Abderrazek:
Assessment of Speech Intelligibility using Deep Learning - Towards Enhanced Interpretability in Clinical Phonetics: Application to speech disorders due to Head and Neck Cancers. (Évaluation de l'intelligibilité de la parole par apprentissage profond - Vers plus d'interprétabilité en phonétique clinique). Avignon University, France, 2023 - [j1]Sondes Abderrazek
, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard:
Interpreting Deep Representations of Phonetic Features via Neuro-Based Concept Detector: Application to Speech Disorders Due to Head and Neck Cancer. IEEE ACM Trans. Audio Speech Lang. Process. 31: 200-214 (2023) - 2022
- [c3]Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard:
Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders Step 2: Contribution of the Emergence of Phonetic Traits. ICASSP 2022: 7387-7391 - [c2]Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard:
Validation of the Neuro-Concept Detector framework for the characterization of speech disorders: A comparative study including Dysarthria and Dysphonia. INTERSPEECH 2022: 3638-3642 - 2020
- [c1]Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard:
Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders - Step 1: CNN Model-Based Phone Classification. INTERSPEECH 2020: 2522-2526
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