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Author

Zixiang Wan

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Preprint Sep 2026

Persistent Delivery Optimization for Streaming Speech-to-Text Translation with Revisions

Revision-capable streaming speech-to-text translation (S2TT) can correct earlier drafts, but process rewards based on visible text may credit content later withdrawn. Persistent Delivery Optimization (PDO) assigns intermediate reward only to content that survives revisions while scoring final quality separately. With 7...

Zixiang Wan, De-Lin Chen, Wei Shi et al. · 0 citations
Preprint Aug 2026

ReLMCodec: Designing Predictable Speech Tokens from Pre-Quantization Phoneme Structure

ReLMCodec is a low-bitrate single-codebook speech codec built upon a preserve--control--refine principle that moves the empirical single-stream predictability--reconstruction frontier in the evaluations, with gains that carry over to downstream text-to-speech (TTS) synthesis in both intelligibility and speaker similari...

Zixiang Wan, Xusheng Yang, Zhengmeng Wang et al. · 0 citations

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