SE-MSB: End-to-End Unpaired Speech Enhancement using Mamba Schr"odinger Bridges

arXiv:2609.26000 · eess.AS, cs.AI, cs.SD · Submitted 2026-09-22 · Read on arXiv

eess.AS, cs.AI, cs.SD

Submitted: 2026-09-22

Updated: 2026-09-22

Comments: 15 pages, 4 figures, 4 tables

Code: https://github.com/state-spaces/mamba

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Diffusion Model — 25× in this paper · explained in 8 episodes
Diffusion Models — 8× in this paper · explained in 6 episodes
Fine-Tuning — 8× in this paper · explained in 5 episodes
Gaussian Flow Bridge — 4× in this paper
Generative Model — 4× in this paper · explained in 2 episodes
Transformer — 4× in this paper · explained in 2 episodes
Weighted Prediction Error — 4× in this paper
Embeddings — 3× in this paper · explained in 2 episodes
Cosine Similarity — 2× in this paper · explained in 3 episodes
Federated Learning — 2× in this paper · explained in 15 episodes
Generalizability — 2× in this paper · explained in 6 episodes
Generative Models — 2× in this paper · explained in 3 episodes
Inverse Problem — 2× in this paper · explained in 2 episodes
Latent Space — 2× in this paper · explained in 7 episodes
Optimal Transport — 2× in this paper · explained in 5 episodes
AdamW Optimizer — 1× in this paper · explained in 1 episode
Core — 1× in this paper · explained in 2 episodes
Diffusion Process — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Generative Modeling — 1× in this paper · explained in 3 episodes
Latent Representation — 1× in this paper · explained in 2 episodes
Personalization — 1× in this paper · explained in 2 episodes
Rectified Flow — 1× in this paper · explained in 3 episodes
Regularization — 1× in this paper · explained in 3 episodes
Score-based Generative Model for Speech Enhancement — 1× in this paper
Transformer Architecture — 1× in this paper · explained in 2 episodes

Terminology

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