# Wake-word detection on Wake-word detection (test)

Source: [Wake-word detection on Wake-word detection (test)](<https://www.sota2.com/research/sota/wake-word-detection-on-wake-word-detection-test>)

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

Data updated: 2026-02-26T05:45:00.011Z

Evaluation of Wake-word detection performance on the test split of the Wake-word detection dataset, measured by False Rejection Rate (FRR%).

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 | Wake-word detection |
| Dataset (including any stated split) | Wake-word detection (test) |
| Metric | FRR |
| Unit | PERCENT |
| Direction | Lower 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

- [FRR](<https://www.sota2.com/research/sota/wake-word-detection-on-wake-word-detection-test.md?metric=FRR>): Lower is better; unit: PERCENT.

## Recorded results

| Method | FRR | Result date | Report paper |
| --- | --- | --- | --- |
| HEiMDaL | 0.45 | Not recorded | 68fa6dc61e209131cea3c11a |
| End-to-end DNN-HMM | 1.7 | Not recorded | 68fa6dc61e209131cea3c11a |
| S1DCNN | 1.99 | Not recorded | 68fa6dc61e209131cea3c11a |

### HEiMDaL

FRR: 0.45. Result ID: 698fdd473a6c314849fc66dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c11a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c11a.md>)

Recorded evaluation configuration: {"#params":"13832","FA/hr":"12"}. This record does not assert independent reproduction.

### End-to-end DNN-HMM

FRR: 1.7. Result ID: 698fdd473a6c314849fc66db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c11a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69561e209131cea21a2c.md>)

Recorded evaluation configuration: {"#params":"13979","FA/hr":"12"}. This record does not assert independent reproduction.

### S1DCNN

FRR: 1.99. Result ID: 698fdd473a6c314849fc66da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc61e209131cea3c11a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68151e209131cea1a0c3.md>)

Recorded evaluation configuration: {"#params":"13993","FA/hr":"12"}. This record does not assert independent reproduction.

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