Author

Jinwen Wang

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#natural language process... Preprint Sep 2026

AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing

AuK, an open-source foundational model that unifies speech generation and editing through a common interface of natural-language instructions and audio context, is introduced and leading performance on zero-shot and instruction-controlled speech generation and general instruction-guided editing is demonstrated.

Zi-Yang Ma, Zhi-Kang Niu, Wen-Ming Tu et al. · 2 citations · ⚡1

Preprint Jul 2026

Local Motion Matters: A Deconstruct-Recompose Paradigm for Reinforcement Learning Pre-training from Videos

This work proposes a novel Deconstruct-Recompose Paradigm (DRP) for learning transferable local motion representations and introduces a Dual-Attention Encoder to learn local motion representations from these Atomic Actions, capturing their spatiotemporal relationships.

Jinwen Wang, Youfang Lin, X. Hu et al. · 0 citations