The audio sounds a bit lossy, would it be possible to create high quality spectograms from music, downsample them, and use that as training data for a spectogra

The audio sounds a bit lossy, would it be possible to create high quality spectograms from music, downsample them, and use that as training data for a spectogram upscaler? It might be the last step this AI needs to bring some extra clarity to the output.