A Cross-Lingual Acoustic Disease-Alignment Framework for Respiratory Health Assessment from Spontaneous Speech

arXiv:2609.19398 · cs.SD, cs.CL · Submitted 2026-09-16 · Read on arXiv

cs.SD, cs.CL

Submitted: 2026-09-16

Updated: 2026-09-16

Comments: Under review

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• AUC — 23× in this paper · explained in 2 episodes
• Alignment — 13× in this paper · explained in 1 episode
• Consistency — 6× in this paper · explained in 3 episodes
• Cross-lingual Transfer — 4× in this paper · explained in 2 episodes
• Feature Selection — 4× in this paper · explained in 4 episodes
• Language Invariance Score — 4× in this paper
• Accuracy — 3× in this paper · explained in 1 episode
• Aggregation — 3× in this paper · explained in 1 episode
• Generalization — 2× in this paper · explained in 13 episodes
• Alignment Problem — 1× in this paper · explained in 1 episode
• Embeddings — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes

Sources

• Sustained Vowels for Pre- vs Post-Treatment COPD Classification

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