Add Res2TCNGuard submission (EER 56.10%, scoring-reproduced)

#4
by korallll - opened
Files changed (1) hide show
  1. submissions/res2tcnguard.yaml +61 -0
submissions/res2tcnguard.yaml ADDED
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+ schema_version: 4
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+
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+ system:
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+ name: "Res2TCNGuard"
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+ slug: "res2tcnguard"
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+ description: >
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+ TCN-based anti-spoofing countermeasure: sinc-convolution front-end, Res2Net
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+ encoder, and dual temporal convolutional networks. ASVspoof2019 LA
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+ pretrained, FP32, deterministic first-64600-sample window (no random crop).
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+ code: "https://github.com/lab260ru/Res2TCNGuard"
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+ checkpoint: "https://huggingface.co/SpeechAntiSpoofingBenchmarks/Res2TCNGuard/blob/523ef915d798df3deee2be4fd06af7e1965ede14/best_1.495.pth"
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+ params_millions: 0.172102
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+ paper:
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+ arxiv_id: "10.48084/etasr.8906"
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+ url: "https://etasr.com/index.php/ETASR/article/view/8906"
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+ bibtex: |
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+ @article{Borodin_Kudryavtsev_Mkrtchian_Gorodnichev_2024,
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+ place={Greece},
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+ title={Capsule-based and TCN-based Approaches for Spoofing Detection in Voice Biometry},
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+ volume={14},
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+ number={6},
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+ url={https://etasr.com/index.php/ETASR/article/view/8906},
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+ DOI={10.48084/etasr.8906},
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+ journal={Engineering, Technology & Applied Science Research},
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+ author={Borodin, Kirill and Kudryavtsev, Vasiliy and Mkrtchian, Grach and Gorodnichev, Mikhail},
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+ year={2024},
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+ month={Dec.},
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+ pages={18409--18414}
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+ }
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+
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+ dataset:
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+ id: SpeechAntiSpoofingBenchmarks/CD-ADD
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+ revision: c2de87d49b268b624e6af7440dc2890703098965
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+ split: test
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+
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+ scores:
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+ eer_percent: 56.0992700729927
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+ n_trials: 20786
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+ n_skipped: 0
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+
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+ artifact:
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+ scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/Res2TCNGuard/resolve/44f5a8347036114f1a4b1b7808d925e5cd0b37ce/.eval_results/SpeechAntiSpoofingBenchmarks/CD-ADD/scores.txt
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+ scores_sha256: d3d6558e5a5e8809fcfcc6cae2fb174ceb98385cb17729d4b2f95c59bc0d7c2e
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+ bench_version: speech-spoof-bench==0.3.0
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+
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+ reproduction:
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+ reproduced_by: SpeechAntiSpoofingBenchmarks
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+ reproduced_at: 2026-05-31
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+ reproduced_bench_version: speech-spoof-bench==0.3.0
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+ match: scoring
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+
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+ submitter:
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+ hf_username: korallll
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+ contact: k.n.borodin@mtuci.ru
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+
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+ submitted_at: 2026-05-31
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+ notes: >
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+ Deterministic first-64600-sample window (no random crop). Cross-dataset
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+ generalization: model trained on ASVspoof2019 LA, evaluated on CD-ADD
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+ (modern neural-TTS deepfakes). EER > 50% indicates the model does not
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+ generalize to this out-of-domain set.