SEAM achieves 0.971 ROC-AUC on external interview data for real-time scripted speech detection by combining shortcut-prevention data techniques with a compact audio backbone.
”How to construct perfect and worse- than-coin-flip spoofing countermeasures: A word of warning on shortcut learning.” arXiv preprint arXiv:2306.00044 (2023)
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SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails
SEAM achieves 0.971 ROC-AUC on external interview data for real-time scripted speech detection by combining shortcut-prevention data techniques with a compact audio backbone.