Author

Lie-Feng Bo

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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

Homer: Understanding Long-form Videos with Hierarchical Memory and Agentic Reasoning

A Hierarchical Online Memory Exploration and Reasoning framework that mirrors the multi-scale structure of long videos, and consistently lifts three various LLM backbones, indicating a model-agnostic structural capability for grounded retrieval over long videos.

Yixin Ji, F. Ye, Juntao Li et al. · 1 citation