Author

Junkai Wu

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Preprint Sep 2026

Whisper-Flash: Acoustically Conditioned Parallel Drafting for Faster Whisper Decoding

This work presents Whisper-Flash, a two-layer drafter built on a property of speech recognition: the words still to be written have already been spoken, which reads Whisper's encoded audio and accepted decoder states and proposes eight tokens in a single forward pass.

Hua-Peng Zhou, Hua-Yu Wang, Junkai Wu et al. · 0 citations

#small language model Preprint Oct 2026

Rubric-Based Optimization for Text-to-Music Generation

Together, these results suggest a practical division of labor: ALM rubrics are effective for broad perceptual qualities that are difficult to formalize, while specialized objective rewards remain preferable when reliable measurements are available.

Ping Wang, Guang Yang, Shao-Rong Su et al. · 0 citations