2026
LIPSAM: LIPSCHITZ-CONTINUOUS AMPLITUDE MODIFIER FOR AUDIO SIGNAL PROCESSING AND ITS APPLICATION TO PLUG-AND-PLAY DEREVERBERATION
ICASSP 2026poster
The robustness of deep neural networks (DNNs) can be certified through their Lipschitz continuity, which has made the construction of Lipschitz-continuous DNNs an active research field. However, DNNs for audio processing have not been a major focus due to their poor compatibility with existing resul…