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#artificial intelligence Preprint Sep 2026

ParA-LLM: A Unified Approach to Paralinguistic and Acoustic Speech Understanding

Recent advances in Audio LLMs have achieved human-level speech recognition, yet existing systems struggle to capture paralinguistic aspects such as speaker traits, expressive variations, and environmental acoustic conditions. To address this, we design a framework of 22 paralinguistic characteristics and create a datas...

Nishit Anand, Jia-Qi Su, Ke Chen et al. · 1 citation

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