A hybrid semi-supervised framework fusing Whisper embeddings with acoustic and prosodic features achieves 0.751 Macro-F1 for speaker confidence detection and outperforms baselines including WavLM, HuBERT, and Wav2Vec 2.0.
Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in temperament
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An agent-based evacuation model integrates cognition via Event Certainty Level, memory with forgetting, a continuous fear model tied to Neuroticism, OCEAN personality, and individualized decision thresholds, with simulations showing impacts on efficiency and realistic behaviors.
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A Semi-Supervised Framework for Speech Confidence Detection using Whisper
A hybrid semi-supervised framework fusing Whisper embeddings with acoustic and prosodic features achieves 0.751 Macro-F1 for speaker confidence detection and outperforms baselines including WavLM, HuBERT, and Wav2Vec 2.0.
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A Cognition-Emotion-Personality Framework for Modeling Human-Like Awareness and Behavior in Emergency Evacuations
An agent-based evacuation model integrates cognition via Event Certainty Level, memory with forgetting, a continuous fear model tied to Neuroticism, OCEAN personality, and individualized decision thresholds, with simulations showing impacts on efficiency and realistic behaviors.