Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech

no code implementations • 25 Sep 2023 • Farhad Javanmardi, Saska Tirronen, Manila Kodali, Sudarsana Reddy Kadiri, Paavo Alku

Automatic detection and severity level classification of dysarthria directly from acoustic speech signals can be used as a tool in medical diagnosis.

Classification Medical Diagnosis

Investigation of Self-supervised Pre-trained Models for Classification of Voice Quality from Speech and Neck Surface Accelerometer Signals

no code implementations • 6 Aug 2023 • Sudarsana Reddy Kadiri, Farhad Javanmardi, Paavo Alku

Between the features, the pre-trained model-based features showed better classification accuracies, both for speech and NSA inputs compared to the conventional features.

Classification