Leveraging Spectrogram-Based Pre-trained Models for Cross-Dataset Speaker-Independent Dysarthria Severity Classification

Sally Ismail, Margarita Anastassova, Mehdi Boukallel, Christian Bolzmacher, Mehdi Ammi. Leveraging Spectrogram-Based Pre-trained Models for Cross-Dataset Speaker-Independent Dysarthria Severity Classification. In Giuseppe Nicosia, Varun Ojha 0001, Sven Giesselbach, Panos M. Pardalos, Renato Umeton, Emanuele La Malfa, Gabriele La Malfa, editors, Machine Learning, Optimization, and Data Science - 11th International Conference, LOD 2025, Castiglione della Pescaia, Italy, September 21-24, 2025, Revised Selected Papers, Part I. Volume 16467 of Lecture Notes in Computer Science, pages 424-431, Springer, 2025. [doi]

Authors

Sally Ismail

This author has not been identified. Look up 'Sally Ismail' in Google

Margarita Anastassova

This author has not been identified. Look up 'Margarita Anastassova' in Google

Mehdi Boukallel

This author has not been identified. Look up 'Mehdi Boukallel' in Google

Christian Bolzmacher

This author has not been identified. Look up 'Christian Bolzmacher' in Google

Mehdi Ammi

This author has not been identified. Look up 'Mehdi Ammi' in Google