Methods › Audio › Music Transcription › RSE
Residual Shuffle-Exchange Network
RSE
Introduced by Andis Draguns et al. in Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Residual Shuffle-Exchange Network is an efficient alternative to models using an attention mechanism that allows the modelling of long-range dependencies in sequences in O(n log n) time. This model achieved state-of-the-art performance on the MusicNet dataset for music transcription while being able to run inference on a single GPU fast enough to be suitable for real-time audio processing.
Papers archive 2025-07-28
5 shown of 5, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
-
Nash Equilibrium Between Consumer Electronic Devices and DoS Attacker for Distributed IoT-enabled RSE Systems 13 Apr 2025 · 0 repositories · arXiv:2504.09415
-
The radius of statistical efficiency 15 May 2024 · 0 repositories · arXiv:2405.09676
-
A Multi-Modal Machine Learning Approach to Detect Extreme Rainfall Events in Sicily 14 Dec 2022 · 0 repositories · arXiv:2212.08102
-
Attack-Resilient State Estimation with Intermittent Data Authentication 16 May 2020 · 0 repositories · arXiv:2005.08122
-
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences 6 Apr 2020 · 2 repositories · arXiv:2004.04662
Tasks archive 2025-07-28
7 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| State Estimation | 2 |
| LAMBADA | 1 |
| Language Modelling | 1 |
| Matrix Completion | 1 |
| Music Transcription | 1 |
| Q-Learning | 1 |
| Retrieval | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections