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Wen-Hao Guan

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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

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