# Speech Enhancement on ATC Corpus (selected samples) Source: [Speech Enhancement on ATC Corpus (selected samples)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:50:05.805Z Evaluation of Speech Enhancement performance using selected samples from the ATC Corpus, measured by MOS SIG, MOS BAK, MOS OVL, and AIR. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Speech Enhancement | | Dataset (including any stated split) | ATC Corpus (selected samples) | | Metric | MOS SIG | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [MOS SIG](): Higher is better; unit: SCALAR. - [MOS BAK](): Higher is better; unit: SCALAR. - [MOS OVL](): Higher is better; unit: SCALAR. - [AIR](): Higher is better; unit: SCALAR. ## Recorded results | Method | MOS SIG | Result date | Report paper | | --- | --- | --- | --- | | ROSE | 3.98 | Not recorded | 68fa74511e209131cea6107a | | TF-GridNet | 3.94 | Not recorded | 68fa74511e209131cea6107a | | DB-AIAT | 3.91 | Not recorded | 68fa74511e209131cea6107a | | DEMUCS | 3.89 | Not recorded | 68fa74511e209131cea6107a | | BSRNN | 3.85 | Not recorded | 68fa74511e209131cea6107a | | SE-Conformer | 3.83 | Not recorded | 68fa74511e209131cea6107a | | FullSubNet+ | 3.82 | Not recorded | 68fa74511e209131cea6107a | | MetricGAN+ | 3.78 | Not recorded | 68fa74511e209131cea6107a | | MetricGAN | 3.76 | Not recorded | 68fa74511e209131cea6107a | | SGMSE | 3.62 | Not recorded | 68fa74511e209131cea6107a | | DCCRN-E | 3.62 | Not recorded | 68fa74511e209131cea6107a | | DiffuSE | 3.57 | Not recorded | 68fa74511e209131cea6107a | | CDiffuSE | 3.55 | Not recorded | 68fa74511e209131cea6107a | | CRN | 3.54 | Not recorded | 68fa74511e209131cea6107a | | SEGAN | 3.47 | Not recorded | 68fa74511e209131cea6107a | | Noisy | 3.42 | Not recorded | 68fa74511e209131cea6107a | | Spec-Sub | 2.98 | Not recorded | 68fa74511e209131cea6107a | | Wiener | 2.78 | Not recorded | 68fa74511e209131cea6107a | ### ROSE MOS SIG: 3.98. Result ID: 69933c463a6c314849149b28. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time"}. This record does not assert independent reproduction. ### TF-GridNet MOS SIG: 3.94. Result ID: 69933c463a6c314849149b27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### DB-AIAT MOS SIG: 3.91. Result ID: 69933c463a6c314849149b26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### DEMUCS MOS SIG: 3.89. Result ID: 69933c463a6c314849149b22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time"}. This record does not assert independent reproduction. ### BSRNN MOS SIG: 3.85. Result ID: 69933c463a6c314849149b23. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Causal":true,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### SE-Conformer MOS SIG: 3.83. Result ID: 69933c463a6c314849149b24. [Reporting paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time"}. This record does not assert independent reproduction. ### FullSubNet+ MOS SIG: 3.82. Result ID: 69933c463a6c314849149b25. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### MetricGAN+ MOS SIG: 3.78. Result ID: 69933c463a6c314849149b1c. [Reporting paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### MetricGAN MOS SIG: 3.76. Result ID: 69933c463a6c314849149b1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### SGMSE MOS SIG: 3.62. Result ID: 69933c463a6c314849149b1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### DCCRN-E MOS SIG: 3.62. Result ID: 69933c463a6c314849149b21. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Causal":true,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### DiffuSE MOS SIG: 3.57. Result ID: 69933c463a6c314849149b1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### CDiffuSE MOS SIG: 3.55. Result ID: 69933c463a6c314849149b1e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### CRN MOS SIG: 3.54. Result ID: 69933c463a6c314849149b20. [Reporting paper]() Recorded evaluation configuration: {"Causal":true,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### SEGAN MOS SIG: 3.47. Result ID: 69933c463a6c314849149b1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time"}. This record does not assert independent reproduction. ### Noisy MOS SIG: 3.42. Result ID: 69933c463a6c314849149b17. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Spec-Sub MOS SIG: 2.98. Result ID: 69933c463a6c314849149b19. [Reporting paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time-Frequency"}. This record does not assert independent reproduction. ### Wiener MOS SIG: 2.78. Result ID: 69933c463a6c314849149b18. [Reporting paper]() Recorded evaluation configuration: {"Causal":false,"Domain":"Time"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.