mlp_expansion_factor=1 Despite a significant reduction in the number of parameters, quality has not changed much. This may be useful when the normal Mel-Band Roformer takes too long to process or when running on a GPU with little VRAM. I don't think it will work as is with UVR; use the ZFTurbo's script.