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math.RA2026
A noetherian Hopf algebra has bijective antipode
Andrea Sciandra
We prove that a Hopf algebra over an arbitrary field has a bijective antipode if either its left or right regular module has finite uniform dimension. In particular, this solves Sk…
cs.SD2026
Exploring the Design Space of Representation Learning for Audio Transformations
Sungho Lee, Marco Martínez-Ramírez, Junghyun Koo +3
Neural audio representation learning has enabled a range of content-oriented applications, but the resulting features remain limited for tasks involving audio processing. Furthermo…
eess.AS2026
Fast Speech Foundation Model Distillation Using Interleaved Stacking
Eungbeom Kim, Kyogu Lee
Distilling a large speech foundation model (SFM) into an efficient student model has been successfully applied to low-resource environments. Although distillation reduces inference…