I would like to build a small workshop exercise around audio repair. The aim is to help participants describe what they hear before they decide which version they prefer, rather than treating every change as an improvement. The source would be a generated music excerpt. We would use the same passage in every comparison. A page discussing [url=https://musicartifactfix.top]ai music artifact removal[/url] gave me a starting point for the topic, but it does not settle how to structure the exercise. I would match playback levels before presenting the versions. A first round without labels might encourage independent observations. We should include the untouched source in the set. The worksheet could distinguish distracting texture from lost musical detail. We could repeat the excerpts in a different order and discuss disagreements, since a single preference vote would reveal little about the reasons behind it. How would you make this demonstration useful and fair?
