Author

Yi-Fan Duan

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Preprint Sep 2026

TinyAudio: Compact and Efficient Text-to-Audio Generation for Low-Resource Deployment

Text-to-audio (TTA) generation has advanced rapidly in generation quality and instruction following. However, representative systems often require around a billion parameters, limiting deployment on resource-constrained devices. This paper introduces TinyAudio, a compact flow-matching-based TTA model for low-resource d...

Jun-Xi Liu, Xi-Quan Li, Wen-Hao Guan et al. · 0 citations

#natural language process... Jul 2026

Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports

Scope3Trace is proposed, an evidence-grounded information extraction framework designed to extract interpretable and traceable Scope 3 emissions information from real-world ESG and sustainability reports and contributes a dual-level, evidence-grounded, multimodal dataset.

Si Zheng, Yi-Fan Duan, Chaoyuan Xue et al. · arXiv.org · 1 citation