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#natural language process... Preprint Sep 2026

PTC-Bias: Phoneme-Level Temporal Competition for Bias Retrieval and Post-Decoding Correction in Speech LLMs

PTC-Bias is proposed, a two-stage framework based on phoneme-level temporal competition that reduces near-homophone and word-segmentation errors while preserving correct transcriptions and shows consistent gains across two SpeechLLMs and bias lists of up to 2000 words.

Zhi-Qi Ai, Han Cheng, Shi-Yi Mu et al. · 0 citations
Preprint Aug 2026

Physics-Informed WiFi Sensing for Robust 3D Human Pose Estimation in Mobile and Cross-Environment Settings

This work presents a physics-informed WiFi sensing framework for robust 3D human pose estimation under mobile and cross-environment settings that significantly improves robustness and generalization performance compared to state-of-the-art methods, particularly under cross-environment scenarios.

Kai-Xuan Huang, Yuanbo Chen, Guangjin Pan et al. · 0 citations

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