File size: 1,371 Bytes
a1381d6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | 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)."
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