Datasets:
Add XLS-R-1B-AntiDeepfake submission for PyAra
#22
by korallll - opened
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- submissions/xls-r-1b-antideepfake.yaml +41 -0
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redispatch 1781219287
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submissions/xls-r-1b-antideepfake.yaml
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schema_version: 4
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system:
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name: XLS-R-1B-AntiDeepfake
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slug: xls-r-1b-antideepfake
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description: AntiDeepfake detector (XLS-R 1B self-supervised backbone) post-trained
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for deepfake speech detection with RawBoost data augmentation (default variant);
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head = AdaptiveAvgPool1d + Linear(D,2), score = real logit. Released by nii-yamagishilab
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(arXiv:2506.21090). Evaluated with a deterministic first-4 s window + batching
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(NOT the paper's whole-utterance protocol).
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code: https://github.com/nii-yamagishilab/AntiDeepfake
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checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/XLS-R-1B-AntiDeepfake/blob/94ac455ad480bde30f7a1368025522bc3dcd3bc7/model.safetensors
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params_millions: 965.5173
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paper:
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arxiv_id: '2506.21090'
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url: https://arxiv.org/abs/2506.21090
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bibtex: "@article{ge2025posttraining,\n title={Post-training for Deepfake Speech\
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\ Detection},\n author={Ge, Wanying and Wang, Xin and Yamagishi, Junichi and\
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\ others},\n journal={arXiv preprint arXiv:2506.21090},\n year={2025}\n}\n"
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dataset:
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id: SpeechAntiSpoofingBenchmarks/PyAra
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revision: 40167badd6d8a289f02054761ee5411f49227b87
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split: test
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scores:
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eer_percent: 0.18565466671867079
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n_trials: 201778
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n_skipped: 0
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artifact:
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scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/XLS-R-1B-AntiDeepfake/resolve/d47039e5ff73481c9abd6a2c6eb190aeeaea0984/.eval_results/SpeechAntiSpoofingBenchmarks/PyAra/scores.txt
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scores_sha256: 852d7bdc71f0e1111f451e41c5f1fe763a91a1a677a749980dc0ae56da7e3407
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bench_version: speech-spoof-bench==0.3.4
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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: '2026-06-11'
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notes: Fixed first-4 s (64000-sample) window + batching; NOT the paper's whole-utterance
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protocol. Score = real logit. CC BY-NC-SA 4.0.
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reproduction:
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reproduced_by: SpeechAntiSpoofingBenchmarks
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reproduced_at: '2026-06-11'
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reproduced_bench_version: speech-spoof-bench==0.3.4
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match: scoring
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