Submit AASIST3 results on CD-ADD (EER 30.73%)

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  1. submissions/aasist3.yaml +46 -0
submissions/aasist3.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: AASIST3
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+ slug: aasist3
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+ description: 'KAN-enhanced AASIST speech deepfake detector with a wav2vec 2.0 (XLS-R-53) self-supervised
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+ front-end. SSL features are projected to 128-d through a Kolmogorov-Arnold (KAN) bridge, processed
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+ by a RawNet2-style residual encoder and spectro-temporal graph-attention layers, and classified by
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+ a four-branch inference head with a KAN output layer. ASVspoof 2024 Challenge system; the published
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+ lab260/AASIST3 checkpoint (note: these weights differ from the paper results). FP32, preemphasis (0.97),
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+ deterministic first-64600-sample window (no random crop). score = output logit for class 1 (bona fide).
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+
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+ '
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+ code: https://github.com/mtuciru/AASIST3
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+ checkpoint: https://huggingface.co/lab260/AASIST3
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+ paper:
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+ arxiv_id: '2408.17352'
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+ url: https://arxiv.org/abs/2408.17352
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+ bibtex: "@inproceedings{borodin24_asvspoof,\n title={AASIST3: KAN-enhanced AASIST speech deepfake\
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+ \ detection using SSL features and additional regularization for the ASVspoof 2024 Challenge},\n\
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+ \ author={Borodin, Kirill and Kudryavtsev, Vasiliy and Korzh, Dmitrii and Efimenko, Alexey and\
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+ \ Mkrtchian, Grach and Gorodnichev, Mikhail and Rogov, Oleg Y.},\n booktitle={The Automatic Speaker\
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+ \ Verification Spoofing Countermeasures Workshop (ASVspoof 2024)},\n pages={48--55},\n year={2024},\n\
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+ \ doi={10.21437/ASVspoof.2024-8}\n}\n"
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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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+ scores:
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+ eer_percent: 30.72700729927007
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+ n_trials: 20786
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+ n_skipped: 0
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+ artifact:
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+ scores_url: https://huggingface.co/lab260/AASIST3/resolve/303ece41bec7760ad59bc50a6e44980c13b57403/.eval_results/SpeechAntiSpoofingBenchmarks/CD-ADD/scores.txt
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+ scores_sha256: df04a1e4d2081d6c3a8465858f33933ff46de2319ee06d1e786a29a6c8ceff23
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+ bench_version: speech-spoof-bench==0.3.3
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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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+ submitted_at: '2026-06-05'
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+ notes: AASIST3 (KAN-enhanced AASIST + wav2vec2 XLS-R-53 SSL front-end). Preemphasis 0.97, deterministic
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+ first-64600-sample window. score = logit class 1 (bona fide). Scores hosted in lab260/AASIST3/.eval_results.
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+ reproduction:
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+ reproduced_by: SpeechAntiSpoofingBenchmarks
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+ reproduced_at: '2026-06-05'
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+ reproduced_bench_version: speech-spoof-bench==0.3.3
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+ match: scoring