# Target Sound Extraction on testset (test)

Source: [Target Sound Extraction on testset (test)](<https://www.sota2.com/research/sota/target-sound-extraction-on-testset-test>)

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

Data updated: 2026-02-26T06:02:56.109Z

Evaluation of Target Sound Extraction performance on the test split of the testset dataset.

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 | Target Sound Extraction |
| Dataset (including any stated split) | testset (test) |
| Metric | SI-SNRi |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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-SNRi](<https://www.sota2.com/research/sota/target-sound-extraction-on-testset-test.md?metric=SI-SNRi>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SI-SNRi | Result date | Report paper |
| --- | --- | --- | --- |
| Waveformer | 11.31 | Not recorded | 68fa6f0f1e209131cea439c4 |
| Waveformer | 10.5 | Not recorded | 68fa6f0f1e209131cea439c4 |
| Listen to What You Want | 9.91 | Not recorded | 68fa6f0f1e209131cea439c4 |

### Waveformer

SI-SNRi: 11.31. Result ID: 6990a4bf3a6c314849021610.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0f1e209131cea439c4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0f1e209131cea439c4.md>)

[Implementation](<https://waveformer.cs.washington.edu/>)

Recorded evaluation configuration: {"E":"512","D":"256","Causality":"Non-causal","PIT+OS":true}. This record does not assert independent reproduction.

### Waveformer

SI-SNRi: 10.5. Result ID: 6990a4bf3a6c31484902160f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0f1e209131cea439c4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f0f1e209131cea439c4.md>)

[Implementation](<https://waveformer.cs.washington.edu/>)

Recorded evaluation configuration: {"E":"512","D":"256","Causality":"Non-causal"}. This record does not assert independent reproduction.

### Listen to What You Want

SI-SNRi: 9.91. Result ID: 6990a4bf3a6c31484902160e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f0f1e209131cea439c4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67b71e209131cea18089.md>)

Recorded evaluation configuration: {"Causality":"Non-causal"}. This record does not assert independent reproduction.

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