# Speech Enhancement on DNS 1 With-Reverb (test) Source: [Speech Enhancement on DNS 1 With-Reverb (test)]() Collection index: [llms.txt]() Data updated: 2026-05-12T09:02:12.601Z Evaluation of Speech Enhancement performance using the test split of the DNS 1 dataset featuring reverberant conditions, measured using metrics such as DNSMOS, UTMOS, and dWER. 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) | DNS1 With-Reverb (test) | | Metric | DNSMOS | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [DNSMOS](): Higher is better; unit: SCALAR. - [UTMOS](): Higher is better; unit: SCALAR. - [SBS](): Higher is better; unit: SCALAR. - [LPS](): Higher is better; unit: SCALAR. - [SpkSim](): Higher is better; unit: SCALAR. - [dWER](): Lower is better; unit: PERCENT. ## Recorded results | Method | DNSMOS | Result date | Report paper | | --- | --- | --- | --- | | L3-SE | 3.43 | Not recorded | 6a02b431dbc836b87d8247e1 | | UniSE | 3.41 | Not recorded | 6a02b431dbc836b87d8247e1 | | AES-V2 | 3.4 | Not recorded | 69b0f7232d603e6de3e45e77 | | StuPASE | 3.39 | Not recorded | 69b0f7232d603e6de3e45e77 | | SenSE | 3.37 | Not recorded | 69b0f7232d603e6de3e45e77 | | SenSE | 3.37 | Not recorded | 6a02b431dbc836b87d8247e1 | | FlowSE | 3.34 | Not recorded | 69b0f7232d603e6de3e45e77 | | Clean | 3.28 | Not recorded | 69b0f7232d603e6de3e45e77 | | Clean | 3.28 | Not recorded | 6a02b431dbc836b87d8247e1 | | AnyEnhance | 3.2 | Not recorded | 6a02b431dbc836b87d8247e1 | | LLaSE-G1 | 3.05 | Not recorded | 6a02b431dbc836b87d8247e1 | | PASE | 2.82 | Not recorded | 6a02b431dbc836b87d8247e1 | | PASE | 2.75 | Not recorded | 69b0f7232d603e6de3e45e77 | | TF-GirdNet | 2.63 | Not recorded | 69b0f7232d603e6de3e45e77 | | TF-GridNet | 2.63 | Not recorded | 6a02b431dbc836b87d8247e1 | | BSRNN | 2.6 | Not recorded | 6a02b431dbc836b87d8247e1 | | BSRNN-Flow | 2.54 | Not recorded | 6a02b431dbc836b87d8247e1 | | Noisy | 1.39 | Not recorded | 69b0f7232d603e6de3e45e77 | | Noisy | 1.39 | Not recorded | 6a02b431dbc836b87d8247e1 | ### L3-SE DNSMOS: 3.43. Result ID: 6a02ec7c47f34ce924e5dad1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniSE DNSMOS: 3.41. Result ID: 6a02ec7c47f34ce924e5dad0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AES-V2 DNSMOS: 3.4. Result ID: 69b1260b6dbb7075b95b79fc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StuPASE DNSMOS: 3.39. Result ID: 69b1260b6dbb7075b95b79fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SenSE DNSMOS: 3.37. Result ID: 69b1260b6dbb7075b95b79fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SenSE DNSMOS: 3.37. Result ID: 6a02ec7c47f34ce924e5dacc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlowSE DNSMOS: 3.34. Result ID: 69b1260b6dbb7075b95b79f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Clean DNSMOS: 3.28. Result ID: 69b1260b6dbb7075b95b79f7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Clean DNSMOS: 3.28. Result ID: 6a02ec7c47f34ce924e5dac8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AnyEnhance DNSMOS: 3.2. Result ID: 6a02ec7c47f34ce924e5dace. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LLaSE-G1 DNSMOS: 3.05. Result ID: 6a02ec7c47f34ce924e5dacf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PASE DNSMOS: 2.82. Result ID: 6a02ec7c47f34ce924e5dacb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PASE DNSMOS: 2.75. Result ID: 69b1260b6dbb7075b95b79fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TF-GirdNet DNSMOS: 2.63. Result ID: 69b1260b6dbb7075b95b79f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TF-GridNet DNSMOS: 2.63. Result ID: 6a02ec7c47f34ce924e5dac9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BSRNN DNSMOS: 2.6. Result ID: 6a02ec7c47f34ce924e5daca. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BSRNN-Flow DNSMOS: 2.54. Result ID: 6a02ec7c47f34ce924e5dacd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Noisy DNSMOS: 1.39. Result ID: 69b1260b6dbb7075b95b79f6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Noisy DNSMOS: 1.39. Result ID: 6a02ec7c47f34ce924e5dac7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.