Add Wav2Vec2-Small-AntiDeepfake submission for PyAra

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by korallll - opened
submissions/wav2vec2-small-antideepfake.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: Wav2Vec2-Small-AntiDeepfake
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+ slug: wav2vec2-small-antideepfake
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+ description: AntiDeepfake detector (wav2vec 2.0 Base 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/Wav2Vec2-Small-AntiDeepfake/blob/3fd02122d92340e83fec6aa844f42d8f6b0899a2/model.safetensors
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+ params_millions: 95.0461
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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: 0.7552855118000972
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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/Wav2Vec2-Small-AntiDeepfake/resolve/babc8b97e1c2c6e230f128bdaff5b0afe46cc596/.eval_results/SpeechAntiSpoofingBenchmarks/PyAra/scores.txt
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+ scores_sha256: d799886fe0925ded45b1a9522e1f5baa23c7918e4ecd9693be0a646b1925e0b4
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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