@article{normalizeeverythingapreconditioned, title = {Normalize Everything: A Preconditioned Magnitude-Preserving Architecture for Diffusion-Based Speech Enhancement}, author = {Julius Richter and Danilo de Oliveira and Timo Gerkmann}, year = {2025}, eprint = {2505.05216}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.05216v1}, }