How Do You Prevent Retractions in Audio Mixing?

Do you ever go back and sort of replay or re-sanitize the streams after the fact if you discover one of these retractions had a significant impact on a run? Yeah, I guess we re-sanitized the streams by these different noise mitigation pipelines that can clean up the data. And this is normally what we wind up using in our final analyses that are maybe months along down the line. In terms of doing something in maybe medium latency of the order of minutes to hours or so,. If we're just trying to clean things up, we normally just change the way we're doing our analysis in a very small way. We just tweak something to see if we were correct about