WildSVDD_Baseline

Baseline systems for WildSVDD challenge @ MIREX 2024

MIREX wiki page SVDD challenge series webpage

Baseline results

Please refer to the WildSVDD section in the SVDD 2024 @ SLT challenge overview paper. https://arxiv.org/abs/2408.16132

Submission

Please send your score TXT files and a 2-page system description to [email protected]. Feel free to submit as many systems as you want.

Example submission

Example score files are included in the scores folder. It is a raw-waveform based AASIST model. The performance of it is:

EER	Test_A	Test_B
Mixture	10.88	17.69
Vocals	8.84	26.11

Train the AASIST baseline with raw waveform frontend

python train.py --is_mixture True --frontend rawnet

Evaluation and output the score file for submission

python eval.py -m ./logs/rawnet/20241001-153348/checkpoints/best_model.pt --encoder rawnet --is_mixture