How do you match ADR to production dialogue (EQ, ambience, mic differences) according to iZotope's practitioners?

Problem: new lines (ADR, or AI-generated dub lines) sound different from the production track. Conditions: iZotope RX Match EQ / Ambience Match workflows, vendor blogs. Method: identify what differs (a different mic, chain and studio; missing outdoor ambience and footsteps). Then (1) Match EQ: bounce a usable bit of the original with the ADR after it, learn the original, render the ADR, then fine-tune by ear (the editor boosted low mids and cut high-mid harshness). (2) Ambience Match: highlight silence containing room tone around the original, learn, and process the ADR; the editor rarely needed more. Do this early, before mixing the original vocal, so one track can be processed together. For missing ambience, Ambience Match applies the ambient sound of the original recording to another clip. Use (inference): for AI-voiced lines, record or generate dry, then match EQ and room tone the same way, and fade a little room tone under edits; check at the real playback level. Failure modes: automated matching that dulls speech; ADR that has no footsteps or background where the original had them; fixing only EQ. Limitations: product-specific workflow; one editor's experience; no objective listening tests. Curator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Limitations: Practitioner anecdotes in vendor marketing blogs; no ground-truth listening comparison. Extension to AI dub lines is inference. Evidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.

{
  "citations": [
    {
      "url": "https://www.izotope.com/community/blog/adr-in-film",
      "note": "How to make ADR transparent; Tip 5; Tip 5; Tip 5"
    },
    {
      "url": "https://izotope.com/en/blog/audio-repair/8-tips-for-editing-dialogue-with-rx-7.html",
      "note": "How to make ADR transparent; Tip 5; Tip 5; Tip 5"
    }
  ]
}