# Speaker Verification on VoxCeleb Extended 1

Source: [Speaker Verification on VoxCeleb Extended 1](<https://www.sota2.com/research/sota/speaker-verification-on-voxceleb-extended-1>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:41:29.113Z

Evaluation of Speaker Verification performance on the VoxCeleb Extended 1 dataset, typically reporting Equal Error Rate (EER) across various utterance length configurations.

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) | VoxCeleb Extended 1 |
| Metric | EER (f-f) |
| Unit | PERCENT |
| Direction | Lower 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

- [EER (f-f)](<https://www.sota2.com/research/sota/speaker-verification-on-voxceleb-extended-1.md?metric=EER%20(f-f)>): Lower is better; unit: PERCENT.

- [EER (s-avg)](<https://www.sota2.com/research/sota/speaker-verification-on-voxceleb-extended-1.md?metric=EER%20(s-avg)>): Lower is better; unit: PERCENT.

- [EER (5s-1s)](<https://www.sota2.com/research/sota/speaker-verification-on-voxceleb-extended-1.md?metric=EER%20(5s-1s)>): Lower is better; unit: PERCENT.

- [EER (Overall)](<https://www.sota2.com/research/sota/speaker-verification-on-voxceleb-extended-1.md?metric=EER%20(Overall)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | EER (f-f) | Result date | Report paper |
| --- | --- | --- | --- |
| MRL | 1 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-HW | 1.04 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-SW | 1.06 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| +VLT | 1.11 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| +VLT | 1.11 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| Baseline | 1.12 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| Baseline | 1.13 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| MRL | 1.14 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-HW | 1.15 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-HW | 1.15 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| Baseline | 1.15 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-SW | 1.16 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| +VLT | 1.18 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| MRL | 1.19 | Not recorded | 69705dcae25ad2fa9d1ed5ca |
| DAME-GT-SW | 1.19 | Not recorded | 69705dcae25ad2fa9d1ed5ca |

### MRL

EER (f-f): 1. Result ID: 699a14d25698665ec498ea71.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74e51e209131cea6485e.md>)

Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction.

### DAME-GT-HW

EER (f-f): 1.04. Result ID: 699a14d25698665ec498ea73.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction.

### DAME-GT-SW

EER (f-f): 1.06. Result ID: 699a14d25698665ec498ea72.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction.

### +VLT

EER (f-f): 1.11. Result ID: 699a14d25698665ec498ea66.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction.

### +VLT

EER (f-f): 1.11. Result ID: 699a14d25698665ec498ea70.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction.

### Baseline

EER (f-f): 1.12. Result ID: 699a14d25698665ec498ea65.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc41e209131cea3bfb3.md>)

Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction.

### Baseline

EER (f-f): 1.13. Result ID: 699a14d25698665ec498ea6a.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc41e209131cea3bfb3.md>)

Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction.

### MRL

EER (f-f): 1.14. Result ID: 699a14d25698665ec498ea67.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74e51e209131cea6485e.md>)

Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction.

### DAME-GT-HW

EER (f-f): 1.15. Result ID: 699a14d25698665ec498ea69.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction.

### DAME-GT-HW

EER (f-f): 1.15. Result ID: 699a14d25698665ec498ea6e.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction.

### Baseline

EER (f-f): 1.15. Result ID: 699a14d25698665ec498ea6f.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc41e209131cea3bfb3.md>)

Recorded evaluation configuration: {"Encoder":"ERes2NetV2"}. This record does not assert independent reproduction.

### DAME-GT-SW

EER (f-f): 1.16. Result ID: 699a14d25698665ec498ea68.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ResNet34"}. This record does not assert independent reproduction.

### +VLT

EER (f-f): 1.18. Result ID: 699a14d25698665ec498ea6b.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction.

### MRL

EER (f-f): 1.19. Result ID: 699a14d25698665ec498ea6c.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74e51e209131cea6485e.md>)

Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction.

### DAME-GT-SW

EER (f-f): 1.19. Result ID: 699a14d25698665ec498ea6d.

[Reporting paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69705dcae25ad2fa9d1ed5ca.md>)

Recorded evaluation configuration: {"Encoder":"ECAPA-TDNN"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
