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Deploying Underdog Bark 3.0 Pro: verbatim transcripts, custom backends and the chunk setting

When you pick a speech-to-text model for a product, the first question is not which one hears better. It is whether your transcripts should keep every "uh, you know" the speaker said. We ran into that while putting Underdog Bark 3.0 Pro next to Qwen3-ASR-1.7B on one RTX 3090 on our cloud. On 40 Eng…

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  1. 2026-11-06 06:36 · DEV Community — Machine Learning
    Deploying Underdog Bark 3.0 Pro: verbatim transcripts, custom backends and the chunk setting

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