Sondes Abderrazek

According to our database, Sondes Abderrazek authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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).

Sondes Abderrazek

PhD thesis, 2023

Interpreting Deep Representations of Phonetic Features via Neuro-Based Concept Detector: Application to Speech Disorders Due to Head and Neck Cancer.

Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, Virginie Woisard

IEEE ACM Trans. Audio Speech Lang. Process., 2023

2022

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

Proceedings of the Interspeech 2022, 2022

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

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

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

Proceedings of the Interspeech 2020, 2020