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Junhyeok Lee

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#artificial intelligence Preprint Sep 2026

MyoCodec: A Streaming Neural Codec for Electromyography

The discrete token representation provided by MyoCodec has the potential to support integration into language-model based approaches, creating a path toward LLM-based interactive systems, where tokenized EMG representations are directly processed into such language or speech models.

Jih-Wan Lee, Kleanthis Avramidis, Junhyeok Lee et al. · 0 citations
#natural language process... Preprint Sep 2026

Who Are They to Each Other? Multi-Agent Reasoning for Speaker Relationship Inference

Inferring speaker relationships from spoken conversations is an important step towards socially aware speech understanding. However, this task remains underexplored, and supervised modeling is costly to train and scale. At the same time, existing inference-time LLM approaches provide limited structure for handling subt...

Yao-Han Guan, Yen-Ju Lu, Yu-Zhe Wang et al. · 0 citations

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