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Hong-Zi Zhu

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#artificial intelligence Preprint Sep 2026

AS$^2$D: Accelerating On-Demand Audio Understanding on Mobile Devices

Speculative decoding accelerates autoregressive generation by using a smaller drafter to propose tokens for batched verification by a larger target. However, conventional speculative decoding couples drafting to the target's evolving verified prefix, serializing drafting and verification. We ask whether this dependency...

Yun-Zhe Li, Kyoungjun Park, Hong-Zi Zhu et al. · 0 citations

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