Neural MP3 upscaling reconstructs coherent signal, not random noise. It can reduce compression artifacts while rebuilding harmonic content above the damaged bandwidth of the source.Start with MP3 to WAV upscaling for general music cleanup, or use Audio Restoration to compare multiple restoration models.