| system: |
| name: "ResCapsGuard" |
| slug: "rescapsguard" |
| description: > |
| Capsule-based anti-spoofing countermeasure: sinc-convolution front-end, |
| Res2Net-style encoder, primary capsules, and dynamic routing to two output |
| capsules (bona fide vs. spoof). ASVspoof2019 LA pretrained, FP32, |
| deterministic first-64600-sample window (no random crop). |
| code: "https://github.com/lab260ru/ResCapsGuard" |
| checkpoint: "https://huggingface.co/SpeechAntiSpoofingBenchmarks/ResCapsGuard/blob/4f7f2bc745cb3980f9fd3c29811afe0744a28edd/new_capsules_changed_sinc_layer.pth" |
| params_millions: 1.606664 |
| paper: |
| arxiv_id: "10.48084/etasr.8906" |
| url: "https://etasr.com/index.php/ETASR/article/view/8906" |
| bibtex: | |
| @article{Borodin_Kudryavtsev_Mkrtchian_Gorodnichev_2024, |
| place={Greece}, |
| title={Capsule-based and TCN-based Approaches for Spoofing Detection in Voice Biometry}, |
| volume={14}, |
| number={6}, |
| url={https://etasr.com/index.php/ETASR/article/view/8906}, |
| DOI={10.48084/etasr.8906}, |
| journal={Engineering, Technology & Applied Science Research}, |
| author={Borodin, Kirill and Kudryavtsev, Vasiliy and Mkrtchian, Grach and Gorodnichev, Mikhail}, |
| year={2024}, |
| month={Dec.}, |
| pages={18409--18414} |
| } |
| notes: "Deterministic first-64600-sample window (no random crop)." |
|
|
