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Preprint Sep 2026

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

Whisper is a widely used encoder-decoder model for speech recognition. Its encoder reads an utterance in one parallel pass, but its decoder writes the transcript one token at a time, which dominates inference time. Speculative decoding shortens such loops without changing their output: a small drafter guesses several u...

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

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