3 papers
cs.SD2026
Cross-lingual Retrieval-Augmented Classification for Dysarthria Severity Assessment
Taeyoung Jeong, Insung Lee, Du-Seong Chang +1
Automatic dysarthria severity assessment is limited by the scarcity of labeled pathological speech data. To address this, we propose Cross-lingual Retrieval-Augmented Classificatio…
cs.SD2026
CAF-Score: Calibrating CLAP with LALMs for Reference-free Audio Captioning Evaluation
Insung Lee, Taeyoung Jeong, Haejun Yoo +2
While Large Audio-Language Models (LALMs) have advanced audio captioning, robust evaluation remains difficult. Reference-based metrics are expensive and often fail to assess acoust…
cs.SD2024
Speech Recognition-based Feature Extraction for Enhanced Automatic Severity Classification in Dysarthric Speech
Yerin Choi, Jeehyun Lee, Myoung-Wan Koo
Due to the subjective nature of current clinical evaluation, the need for automatic severity evaluation in dysarthric speech has emerged. DNN models outperform ML models but lack u…