Experiments
MLflow experiment · synthetic-speech-detection · run comparison across models and dataset versions
Best Run
wavlm_large_v007wavlm_large
EER
6.8%
AUC
0.981
Accuracy
93.4%
trained 30 epochs on dataset_v003_full
EER by model · lower is better
All Runs
| Run | Model | Dataset | EER | AUC | Acc | Epochs | Status |
|---|---|---|---|---|---|---|---|
| wavlm_large_v007 | wavlm_large | dataset_v003_full | 6.8% | 0.981 | 93.4% | 30 | finished |
| aasist_v002 | aasist | dataset_v003_full | 7.6% | 0.977 | 92.8% | 40 | finished |
| ssl_transfer_v004 | ssl_transfer | dataset_v003_full | 8.2% | 0.972 | 92.1% | 25 | finished |
| wavlm_large_v006 | wavlm_large | ljspeech_paired_v002 | 9.1% | 0.965 | 91.2% | 30 | finished |
| rawnet2_v006 | rawnet2 | dataset_v003_full | 11.4% | 0.949 | 89.7% | 50 | running |
| rawnet2_v005 | rawnet2 | ljspeech_paired_v002 | 14.9% | 0.928 | 87.1% | 50 | finished |