• Useful only when it improves the signal that reaches VAD and STT. An aggressive filter can remove consonants or distort speaker cues — cleaner-sounding audio is not always better recognition input.
  • RTF matters because denoising sits on every incoming frame. A model that is accurate but eats the latency budget is the wrong front-end model.

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