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eess.AS2024
Exploring ASR-Based Wav2Vec2 for Automated Speech Disorder Assessment: Insights and Analysis
Tuan Nguyen, Corinne Fredouille, Alain Ghio +2
With the rise of SSL and ASR technologies, the Wav2Vec2 ASR-based model has been fine-tuned for automated speech disorder quality assessment tasks, yielding impressive results and…
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…