Add AASIST submission for DFADD

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by korallll - opened
Files changed (1) hide show
  1. submissions/aasist.yaml +43 -0
submissions/aasist.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: AASIST
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+ slug: aasist
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+ description: 'AASIST: audio anti-spoofing using integrated spectro-temporal graph attention networks.
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+ Sinc-convolution front-end, RawNet2-style residual encoder, and heterogeneous stacking graph attention
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+ over spectral and temporal sub-graphs with a learnable readout. Official clovaai/aasist ASVspoof2019
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+ LA pretrained checkpoint, FP32, deterministic first-64600-sample window (no random crop).'
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+ code: https://github.com/clovaai/aasist
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+ checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/AASIST/blob/e842653505c2832ac9f46bbf56173b0f54ef82a7/AASIST.pth
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+ params_millions: 0.297866
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+ paper:
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+ arxiv_id: '2110.01200'
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+ url: https://arxiv.org/abs/2110.01200
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+ bibtex: "@inproceedings{jung2022aasist,\n title={{AASIST}: Audio Anti-Spoofing Using Integrated Spectro-Temporal\
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+ \ Graph Attention Networks},\n author={Jung, Jee-weon and Heo, Hee-Soo and Tak, Hemlata and Shim,\
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+ \ Hye-jin and Chung, Joon Son and Lee, Bong-Jin and Yu, Ha-Jin and Evans, Nicholas},\n booktitle={ICASSP\
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+ \ 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n\
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+ \ pages={6367--6371},\n year={2022},\n organization={IEEE}\n}\n"
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+ dataset:
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+ id: SpeechAntiSpoofingBenchmarks/DFADD
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+ revision: da9ec704a3db3b6a93b3f459fedd80e34b8ccdfa
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+ split: test
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+ scores:
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+ eer_percent: 39.0
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+ n_trials: 3755
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+ n_skipped: 0
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+ artifact:
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+ scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/AASIST/resolve/f5066b2bfedd698313590f0fb4effbe96a0d3599/.eval_results/SpeechAntiSpoofingBenchmarks/DFADD/scores.txt
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+ scores_sha256: 6ce550c105cde603d9979ddc1add7aac0a370f35dc350cf73e8d08269a13c62b
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+ bench_version: speech-spoof-bench==0.3.4
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+ reproduction:
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+ reproduced_by: SpeechAntiSpoofingBenchmarks
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+ reproduced_at: '2026-06-10'
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+ reproduced_bench_version: speech-spoof-bench==0.3.4
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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: '2026-06-10'
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+ notes: Official AASIST variant only (not AASIST-L). Deterministic first-64600-sample window (no random
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+ crop), matching clovaai/aasist data_utils.pad() used at eval. Checkpoint mirrored to SpeechAntiSpoofingBenchmarks/AASIST
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+ (pinned).