Add AASIST-L submission

#7
by korallll - opened
Files changed (1) hide show
  1. submissions/aasist-l.yaml +45 -0
submissions/aasist-l.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: AASIST-L
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+ slug: aasist-l
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+ description: 'AASIST-L: the lightweight variant of AASIST (audio anti-spoofing using integrated spectro-temporal
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+ graph attention networks). Same architecture as AASIST — sinc-convolution front-end, RawNet2-style
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+ residual encoder, and heterogeneous stacking graph attention over spectral and temporal sub-graphs
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+ with a learnable readout — but with a narrower residual stack and graph dimensions (~85k params vs
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+ AASIST''s ~298k). Official clovaai/aasist ASVspoof2019 LA pretrained checkpoint, FP32, deterministic
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+ first-64600-sample window (no random crop).
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+
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+ '
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+ code: https://github.com/clovaai/aasist
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+ checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/AASIST-L/blob/e4185b270ec20077c918e06a45093717a1bd5e30/AASIST-L.pth
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+ params_millions: 0.085306
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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/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: 50.715328467153284
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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/SpeechAntiSpoofingBenchmarks/AASIST-L/resolve/e4185b270ec20077c918e06a45093717a1bd5e30/.eval_results/SpeechAntiSpoofingBenchmarks/CD-ADD/scores.txt
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+ scores_sha256: f9d433b18c99ab537070ed077eae4ec5b715f7d077f7783f3376d72c12ce5122
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+ bench_version: speech-spoof-bench==0.3.0
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+ reproduction:
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+ reproduced_by: SpeechAntiSpoofingBenchmarks
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+ reproduced_at: '2026-06-03'
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+ reproduced_bench_version: speech-spoof-bench==0.3.0
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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: '2026-06-03'
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+ notes: Out-of-domain; the 2019 LA checkpoint does not generalize well here.