korallll commited on
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42bf8ec
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Add wav2vec2-large-antideepfake LRLspoof submission (srr_complement 0.06%)

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submissions/wav2vec2-large-antideepfake.yaml ADDED
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+ schema_version: 5
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+ system:
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+ name: Wav2Vec2-Large-AntiDeepfake
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+ slug: wav2vec2-large-antideepfake
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+ description: AntiDeepfake detector (wav2vec 2.0 Large self-supervised backbone)
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+ post-trained for deepfake speech detection with RawBoost data augmentation (default
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+ variant); head = AdaptiveAvgPool1d + Linear(D,2), score = real logit. Released
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+ by nii-yamagishilab (arXiv:2506.21090). Evaluated with a deterministic first-4
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+ s window + batching (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-Large-AntiDeepfake/blob/92fe6f169dd4476838f98e576422f57c7119d5f2/model.safetensors
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+ params_millions: 317.3926
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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: lab260/LRLspoof
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+ revision: 5caf11349cf96aa198527cfb040cdba585cdd49e
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+ split: test
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+ scores:
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+ srr_complement: 0.06433215327155128
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+ n_trials: 1304455
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+ n_skipped: 286
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+ calibration:
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+ source_dataset: SpeechAntiSpoofingBenchmarks/DeepVoice
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+ threshold: 2.9581381146496817
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+ artifact:
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+ scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/Wav2Vec2-Large-AntiDeepfake/resolve/983091e7970e6a985d16b2fb2c0fcff048e0d036/.eval_results/lab260/LRLspoof/scores.txt
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+ scores_sha256: 41a40831b1dd52065ee0059663607fc35b0923772f4f6085d72c011f83e5d0a3
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+ bench_version: speech-spoof-bench==0.4.1
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+ reproduction:
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+ reproduced_by: SpeechAntiSpoofingBenchmarks
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+ reproduced_at: '2026-06-23'
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+ reproduced_bench_version: speech-spoof-bench==0.4.1
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+ match: scoring
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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: '2026-06-23'
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+ notes: Wav2Vec2-Large-AntiDeepfake on LRLspoof (spoof-only, srr_complement = 1-SRR,
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+ lower better). TensorRT engine (parity-verified vs PyTorch). Scored 1,304,455 of
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+ 1,304,455 TTS utterances; 286 source files are empty/zero-length (skipped), 172
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+ corrupt-header WAVs recovered via ffmpeg. Audio resampled per-file to 16 kHz; score
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+ = net(x)[:,1] (higher = bona fide). t* = this model's own DeepVoice EER operating-point
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+ threshold (DeepVoice EER 7.64%), transferred via the calibration block. Verified
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+ with reproduce --scoring.