2 papers
cs.SD2026
What Does a Pathological Speech Assessment Model Know about Acoustic Features? A Case Study on Oral and Oropharyngeal Cancer Patients
Tuan Nguyen, Corinne Fredouille, Alain Ghio +2
This work investigates the interpretability of a Wav2Vec 2.0based speech intelligibility assessment model for oral and oropharyngeal cancer patients through canonical correlation a…
eess.AS2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models
Malo Maisonneuve, Corinne Fredouille, Muriel Lalain +2
Head and Neck Cancers (HNC) significantly impact patients' ability to speak, affecting their quality of life. Commonly used metrics for assessing pathological speech are subjective…