# Source Tracing on ASVspoof5-ST (test)

Source: [Source Tracing on ASVspoof5-ST (test)](<https://www.sota2.com/research/sota/source-tracing-on-asvspoof5-st-test>)

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

Data updated: 2026-05-04T08:37:32.549Z

Evaluation of Source Tracing performance on the test set of the ASVspoof5-ST dataset, reporting metrics such as SilhouetteScore and Accuracy (Acc).

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 | Source Tracing |
| Dataset (including any stated split) | ASVspoof5-ST (test) |
| Metric | Silhouette Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Silhouette Score](<https://www.sota2.com/research/sota/source-tracing-on-asvspoof5-st-test.md?metric=Silhouette%20Score>): Higher is better; unit: SCALAR.

- [Accuracy](<https://www.sota2.com/research/sota/source-tracing-on-asvspoof5-st-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Silhouette Score | Result date | Report paper |
| --- | --- | --- | --- |
| Alethia-Base | 0.02 | Not recorded | 69f8280dc0f56ed843088a2c |
| WavLM-Large | -0.03 | Not recorded | 69f8280dc0f56ed843088a2c |
| HuBERT-Large | -0.1 | Not recorded | 69f8280dc0f56ed843088a2c |
| W2V-300M | -0.15 | Not recorded | 69f8280dc0f56ed843088a2c |

### Alethia-Base

Silhouette Score: 0.02. Result ID: 69f85ab247f34ce924dc16d3.

[Reporting paper](<https://www.sota2.com/research/paper/69f8280dc0f56ed843088a2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69f8280dc0f56ed843088a2c.md>)

Recorded evaluation configuration: {"evaluation\_protocol":"Embedding Separability"}. This record does not assert independent reproduction.

### WavLM-Large

Silhouette Score: -0.03. Result ID: 69f85ab247f34ce924dc16cf.

[Reporting paper](<https://www.sota2.com/research/paper/69f8280dc0f56ed843088a2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dfa1e209131cea3d210.md>)

[Implementation](<https://aka.ms/wavlm>)

Recorded evaluation configuration: {"evaluation\_protocol":"Embedding Separability"}. This record does not assert independent reproduction.

### HuBERT-Large

Silhouette Score: -0.1. Result ID: 69f85ab247f34ce924dc16cd.

[Reporting paper](<https://www.sota2.com/research/paper/69f8280dc0f56ed843088a2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2a1e209131cea26880.md>)

[Implementation](<https://github.com/pytorch/fairseq/tree/master/examples/hubert>)

Recorded evaluation configuration: {"evaluation\_protocol":"Embedding Separability"}. This record does not assert independent reproduction.

### W2V-300M

Silhouette Score: -0.15. Result ID: 69f85ab247f34ce924dc16d1.

[Reporting paper](<https://www.sota2.com/research/paper/69f8280dc0f56ed843088a2c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68891e209131cea1cc36.md>)

[Implementation](<https://github.com/pytorch/fairseq>)

Recorded evaluation configuration: {"evaluation\_protocol":"Embedding Separability"}. This record does not assert independent reproduction.

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