| Highest whistle note is missing | Listen to the same note in the source | Raise only the High pitch edge | The intended note appears without new outliers |
| A high note appears an octave lower | Check whether its source pitch may be above the current High bound | Raise only High, then compare the same note | The intended pitch appears without new outliers |
| Air at the start becomes a fragment | Listen for noise before the steady tone | Re-record with a cleaner attack; then compare | The extra block disappears while the note onset stays |
| Quiet notes disappear | Confirm the source note is audible | Lower Silence threshold one step | The note returns before room noise creates extras |
| Short specks remain between notes | Compare their duration with real short notes | Raise Minimum note one step | Specks vanish and intended short notes remain |