Add RawTFNet submission for PyAra

#7
by korallll - opened
Files changed (1) hide show
  1. submissions/rawtfnet.yaml +38 -0
submissions/rawtfnet.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: RawTFNet
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+ slug: rawtfnet
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+ description: 'Lightweight raw-waveform CNN for speech anti-spoofing: sinc-convolution front-end, depthwise-separable
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+ Res2Net-SE conv blocks, and a Tf-SepNet (time-frequency separable) classifier (depth=10, width=32).
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+ ASVspoof2019 LA pretrained, FP32, deterministic first-64600-sample window (no random crop).'
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+ code: https://github.com/swagshaw/RawTFNet-Pytorch
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+ checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawTFNet/blob/aa12f0fe2f10cc5278c954175a12c18cc43e3113/Best_RawTFNet_32.pth
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+ params_millions: 0.17754
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+ paper:
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+ arxiv_id: '2507.08227'
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+ url: https://arxiv.org/abs/2507.08227
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+ bibtex: "@article{xiao2025rawtfnet,\n title={RawTFNet: A Lightweight CNN Architecture for Speech\
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+ \ Anti-spoofing},\n author={Xiao, Yang and Dang, Ting and Das, Rohan Kumar},\n journal={arXiv\
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+ \ preprint arXiv:2507.08227},\n year={2025}\n}\n"
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+ dataset:
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+ id: SpeechAntiSpoofingBenchmarks/PyAra
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+ revision: 43f03384ee9ad701a64e0baaa531c8aedd724cd8
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+ split: test
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+ scores:
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+ eer_percent: 15.761925192090176
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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/RawTFNet/resolve/f2e4b0b2320df6106b5c2ddcc4cd0cd746c97e29/.eval_results/SpeechAntiSpoofingBenchmarks/PyAra/scores.txt
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+ scores_sha256: 986166ed6d4d2b5a8b649c60003d8abd71d8e6e70b6fad23a947e7be1ab18888
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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: Deterministic first-64600-sample window (no random crop). Full RawTFNet (width=32), Best_RawTFNet_32.pth.