# Speaker Verification on VOiCES (s-avg) Source: [Speaker Verification on VOiCES (s-avg)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:41:27.921Z Evaluation of Speaker Verification performance on the VOiCES (s-avg) configuration, typically measured using Equal Error Rate (EER). 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 | Speaker Verification | | Dataset (including any stated split) | VOiCES (s-avg) | | Metric | EER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 30 of 30 | | 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 - [EER](): Lower is better; unit: PERCENT. ## Recorded results | Method | EER | Result date | Report paper | | --- | --- | --- | --- | | DAME-GT-SW | 10.25 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 10.53 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-SW | 10.55 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 10.59 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | MRL | 10.61 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-HW | 10.61 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-HW | 10.61 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-SW | 10.79 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 10.81 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-SW | 10.82 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | D-ALMFT | 10.85 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | MRL | 10.87 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-HW | 10.9 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 10.99 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Pretrained | 10.99 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | D-ALMFT | 11 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-SW | 11.01 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 11.02 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Pretrained | 11.02 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 11.09 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | D-ALMFT | 11.16 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Baseline | 11.18 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | Pretrained | 11.18 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | LMFT | 11.22 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | +VLT | 11.25 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-GT-HW | 11.37 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | DAME-FT-SW | 11.39 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | MRL | 11.4 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | LMFT | 11.49 | Not recorded | 69705dcae25ad2fa9d1ed5ca | | LMFT | 13.46 | Not recorded | 69705dcae25ad2fa9d1ed5ca | ### DAME-GT-SW EER: 10.25. Result ID: 699a14d25698665ec498ea27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-HW EER: 10.53. Result ID: 699a14d25698665ec498ea28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-SW EER: 10.55. Result ID: 699a14d25698665ec498ea1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### +VLT EER: 10.59. Result ID: 699a14d25698665ec498ea1b. [Reporting paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### MRL EER: 10.61. Result ID: 699a14d25698665ec498ea26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-FT-HW EER: 10.61. Result ID: 699a14d25698665ec498ea32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### DAME-FT-HW EER: 10.61. Result ID: 699a14d25698665ec498ea37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-GT-SW EER: 10.79. Result ID: 699a14d25698665ec498ea22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### +VLT EER: 10.81. Result ID: 699a14d25698665ec498ea25. [Reporting paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### DAME-FT-SW EER: 10.82. Result ID: 699a14d25698665ec498ea31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### D-ALMFT EER: 10.85. Result ID: 699a14d25698665ec498ea35. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### MRL EER: 10.87. Result ID: 699a14d25698665ec498ea1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-FT-HW EER: 10.9. Result ID: 699a14d25698665ec498ea2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### Baseline EER: 10.99. Result ID: 699a14d25698665ec498ea24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### Pretrained EER: 10.99. Result ID: 699a14d25698665ec498ea33. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### D-ALMFT EER: 11. Result ID: 699a14d25698665ec498ea2b. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-FT-SW EER: 11.01. Result ID: 699a14d25698665ec498ea2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### Baseline EER: 11.02. Result ID: 699a14d25698665ec498ea1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### Pretrained EER: 11.02. Result ID: 699a14d25698665ec498ea29. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-GT-HW EER: 11.09. Result ID: 699a14d25698665ec498ea23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### D-ALMFT EER: 11.16. Result ID: 699a14d25698665ec498ea30. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### Baseline EER: 11.18. Result ID: 699a14d25698665ec498ea1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### Pretrained EER: 11.18. Result ID: 699a14d25698665ec498ea2e. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### LMFT EER: 11.22. Result ID: 699a14d25698665ec498ea34. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### +VLT EER: 11.25. Result ID: 699a14d25698665ec498ea20. [Reporting paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### DAME-GT-HW EER: 11.37. Result ID: 699a14d25698665ec498ea1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### DAME-FT-SW EER: 11.39. Result ID: 699a14d25698665ec498ea36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ERes2NetV2"}. This record does not assert independent reproduction. ### MRL EER: 11.4. Result ID: 699a14d25698665ec498ea21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regime":"GT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. ### LMFT EER: 11.49. Result ID: 699a14d25698665ec498ea2a. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ResNet34"}. This record does not assert independent reproduction. ### LMFT EER: 13.46. Result ID: 699a14d25698665ec498ea2f. [Reporting paper]() Recorded evaluation configuration: {"Regime":"FT","Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.