AINeutralarXiv – CS AI · 9h ago6/10
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ProSarc: Prosody-Aware Sarcasm Recognition Framework via Temporal Prosodic Incongruity
Researchers introduce ProSarc, an audio-only machine learning framework that detects sarcasm by analyzing temporal mismatches between local prosodic patterns and overall emotional tone. The model achieves strong performance on multiple datasets (F1=75.3 on MUStARD++) and demonstrates cross-lingual generalization, advancing computational understanding of spoken sarcasm detection.