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eess.AS2026
When Vocal Tone and Literal Meaning Diverge: An Acoustic-Semantic Incongruity Study for Large Audio-Language Models
Yu-Wen Chen, William Ho, Maxim Topaz +2
Affective cues across modalities may be incongruous (e.g., sarcasm or mocking praise), potentially leading to misinterpretation when relying on a single modality. Large Audio-Langu…
eess.AS2026
An Audio Language Model-Based Voice Concept Bottleneck Framework for Interpretable Health Assessment
Yu-Wen Chen, Julia Hirschberg
Interpretability is critical in clinical decision support. Concept bottleneck frameworks improve it by representing inputs as human-understandable concepts and restricting predicti…