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Yentl Collin

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#machine learning Preprint Sep 2026

Distill Locally, Schedule Globally: Flow Maps for Few-Step Text-to-Speech

Flow-matching text-to-speech (TTS) models achieve high synthesis quality but require many neural function evaluations (NFEs) to integrate their generative trajectories. Recent few-step flow-map distillation approaches for TTS construct targets from numerically integrated teacher trajectories, creating a trade-off betwe...

Yentl Collin, Evan Dufraisse, Amr Mohamed et al. · 0 citations

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