# Automatic Speaker Verification Anti-spoofing on ASVspoof A17 2019 (evaluation)

Source: [Automatic Speaker Verification Anti-spoofing on ASVspoof A17 2019 (evaluation)](<https://www.sota2.com/research/sota/automatic-speaker-verification-anti-spoofing-on-asvspoof-a17-2019-evaluation>)

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

Data updated: 2026-02-26T05:52:51.982Z

Evaluation of Automatic Speaker Verification Anti-spoofing performance on the ASVspoof A17 2019 evaluation set, reporting metrics such as minimum Tandem Detection Cost Function (min t-DCF).

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 | Automatic Speaker Verification Anti-spoofing |
| Dataset (including any stated split) | ASVspoof A17 2019 (evaluation) |
| Metric | Min t-DCF |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 11 of 11 |
| 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

- [Min t-DCF](<https://www.sota2.com/research/sota/automatic-speaker-verification-anti-spoofing-on-asvspoof-a17-2019-evaluation.md?metric=Min%20t-DCF>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Min t-DCF | Result date | Report paper |
| --- | --- | --- | --- |
| T05 | 0.004 | Not recorded | 68fa7fa71e209131cea9ac06 |
| L+S1+S2+S3 | 0.0808 | Not recorded | 68fa7fa71e209131cea9ac06 |
| L+S3 | 0.0965 | Not recorded | 68fa7fa71e209131cea9ac06 |
| L+S1 | 0.1161 | Not recorded | 68fa7fa71e209131cea9ac06 |
| L+S2 | 0.1339 | Not recorded | 68fa7fa71e209131cea9ac06 |
| LFCC:B2 | 0.2042 | Not recorded | 68fa7fa71e209131cea9ac06 |
| T45 | 0.2208 | Not recorded | 68fa7fa71e209131cea9ac06 |
| T60 | 0.3254 | Not recorded | 68fa7fa71e209131cea9ac06 |
| L | 0.3524 | Not recorded | 68fa7fa71e209131cea9ac06 |
| T24 | 0.3547 | Not recorded | 68fa7fa71e209131cea9ac06 |
| CQCC:B1 | 0.5859 | Not recorded | 68fa7fa71e209131cea9ac06 |

### T05

Min t-DCF: 0.004. Result ID: 698b939b7a967eddb76fbb92.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### L+S1+S2+S3

Min t-DCF: 0.0808. Result ID: 698b939b7a967eddb76fbb94.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Implementation](<https://github.com/eurecom-asp/rawnet2-antispoofing>)

Recorded evaluation configuration: {"Fusion":"SVM-based"}. This record does not assert independent reproduction.

### L+S3

Min t-DCF: 0.0965. Result ID: 698b939b7a967eddb76fbb95.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Implementation](<https://github.com/eurecom-asp/rawnet2-antispoofing>)

Recorded evaluation configuration: {"Fusion":"SVM-based"}. This record does not assert independent reproduction.

### L+S1

Min t-DCF: 0.1161. Result ID: 698b939b7a967eddb76fbb93.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Implementation](<https://github.com/eurecom-asp/rawnet2-antispoofing>)

Recorded evaluation configuration: {"Fusion":"SVM-based"}. This record does not assert independent reproduction.

### L+S2

Min t-DCF: 0.1339. Result ID: 698b939b7a967eddb76fbb96.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Implementation](<https://github.com/eurecom-asp/rawnet2-antispoofing>)

Recorded evaluation configuration: {"Fusion":"SVM-based"}. This record does not assert independent reproduction.

### LFCC:B2

Min t-DCF: 0.2042. Result ID: 698b939b7a967eddb76fbb9b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66101e209131cea0dfbd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### T45

Min t-DCF: 0.2208. Result ID: 698b939b7a967eddb76fbb97.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a51e209131cea0b8ef.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### T60

Min t-DCF: 0.3254. Result ID: 698b939b7a967eddb76fbb98.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65fd1e209131cea0dc35.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### L

Min t-DCF: 0.3524. Result ID: 698b939b7a967eddb76fbb99.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67971e209131cea1740d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### T24

Min t-DCF: 0.3547. Result ID: 698b939b7a967eddb76fbb9a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CQCC:B1

Min t-DCF: 0.5859. Result ID: 698b939b7a967eddb76fbb9c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7fa71e209131cea9ac06.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66101e209131cea0dfbd.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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