# Omnidirectional Speech Enhancement on Omni-SE RM: 2ch, VM: 1ch Source: [Omnidirectional Speech Enhancement on Omni-SE RM: 2ch, VM: 1ch]() Collection index: [llms.txt]() Data updated: 2026-05-07T09:06:29.119Z Evaluation of Omnidirectional Speech Enhancement performance using the Omni-SE RM dataset configuration (2-channel reference microphone, 1-channel voice microphone), measured by SI-SDR, SNR, PESQ, and STOI metrics. 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 | Omnidirectional Speech Enhancement | | Dataset (including any stated split) | Omni-SE RM: 2ch, VM: 1ch | | Metric | SI-SDR (VM-BF) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [SI-SDR (VM-BF)](): Higher is better; unit: SCALAR. - [SI-SDR (Neural-VME)](): Higher is better; unit: SCALAR. - [SNR (Neural-VME)](): Higher is better; unit: SCALAR. - [SNR (VM-BF)](): Higher is better; unit: SCALAR. - [PESQ (VM-BF)](): Higher is better; unit: SCALAR. - [STOI (VM-BF)](): Higher is better; unit: PERCENT. ## Recorded results | Method | SI-SDR (VM-BF) | Result date | Report paper | | --- | --- | --- | --- | | SpatialNet + Spatial-Magnifier (SARL-S) | 6.87 | Not recorded | 69fc1c835497b3b670c88463 | | Oracle MCWF 3/6 ch | 6.65 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + Spatial-Magnifier (SARL-F) | 6.32 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + Spatial-Magnifier (VME) | 5.58 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + MCWF 3/6 ch | 5.41 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + SpatialNet-VME | 4.8 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + MC Conv-TasNet (MTL) | 3.78 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + MC Conv-TasNet (STL) | 3.37 | Not recorded | 69fc1c835497b3b670c88463 | | SpatialNet + MCWF 2ch | 3.14 | Not recorded | 69fc1c835497b3b670c88463 | ### SpatialNet + Spatial-Magnifier (SARL-S) SI-SDR (VM-BF): 6.87. Result ID: 69fc55be47f34ce924df37e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+1.2 M","MAC/s":"+19.2 G"}. This record does not assert independent reproduction. ### Oracle MCWF 3/6 ch SI-SDR (VM-BF): 6.65. Result ID: 69fc55be47f34ce924df37e9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SpatialNet + Spatial-Magnifier (SARL-F) SI-SDR (VM-BF): 6.32. Result ID: 69fc55be47f34ce924df37e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+1.5 M","MAC/s":"+24.4 G"}. This record does not assert independent reproduction. ### SpatialNet + Spatial-Magnifier (VME) SI-SDR (VM-BF): 5.58. Result ID: 69fc55be47f34ce924df37e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+1.2 M","MAC/s":"+19.2 G"}. This record does not assert independent reproduction. ### SpatialNet + MCWF 3/6 ch SI-SDR (VM-BF): 5.41. Result ID: 69fc55be47f34ce924df37e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"1.2 M","MAC/s":"19.8 G"}. This record does not assert independent reproduction. ### SpatialNet + SpatialNet-VME SI-SDR (VM-BF): 4.8. Result ID: 69fc55be47f34ce924df37e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+1.2 M","MAC/s":"+19.8 G"}. This record does not assert independent reproduction. ### SpatialNet + MC Conv-TasNet (MTL) SI-SDR (VM-BF): 3.78. Result ID: 69fc55be47f34ce924df37e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+13.0 M","MAC/s":"+20.5 G"}. This record does not assert independent reproduction. ### SpatialNet + MC Conv-TasNet (STL) SI-SDR (VM-BF): 3.37. Result ID: 69fc55be47f34ce924df37e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"+13.0 M","MAC/s":"+20.5 G"}. This record does not assert independent reproduction. ### SpatialNet + MCWF 2ch SI-SDR (VM-BF): 3.14. Result ID: 69fc55be47f34ce924df37e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Param.":"1.2 M","MAC/s":"19.8 G"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.