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

Anand, Nishit et al.
arXiv (All) · Papers
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audio-and-speech-processingsignal-processingsound
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 characteristic
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