Add RawBMamba submission for EmoFake_test (EER=23.59285714285714)

#6
by korallll - opened
Files changed (1) hide show
  1. submissions/rawbmamba.yaml +42 -0
submissions/rawbmamba.yaml ADDED
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+ schema_version: 4
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+ system:
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+ name: RawBMamba
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+ slug: rawbmamba
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+ description: 'RawBMamba: end-to-end bidirectional state-space (Mamba) model for audio deepfake detection. Sinc/Res front-end
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+ + bidirectional Mamba blocks with attention pooling and an angular-margin (A-softmax) head. Raw-waveform, FP32, deterministic
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+ first-64600-sample (4 s) window. Higher score = more bona fide.
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+
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+ '
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+ code: https://github.com/cyjie429/RawBMamba
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+ checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawBMamba/blob/main/rawbmamba_best.pt
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+ params_millions: 0.7202
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+ paper:
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+ arxiv_id: '2406.06086'
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+ url: https://arxiv.org/abs/2406.06086
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+ bibtex: "@inproceedings{chen2024rawbmamba,\n title = {RawBMamba: End-to-End Bidirectional State Space Model for Audio\
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+ \ Deepfake Detection},\n author = {Chen, Yujie and Yi, Jiangyan and Xue, Jianhua and Wang, Chenglong and Zhang,\
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+ \ Xiaohui and Dong, Shunbo and Zeng, Siding and Tao, Jianhua and Zhao, Lv and Wang, Cunhang},\n booktitle = {Interspeech\
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+ \ 2024},\n year = {2024}\n}\n"
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+ dataset:
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+ id: SpeechAntiSpoofingBenchmarks/EmoFake_test
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+ revision: 588c7638837512cd50747c700f955ea43eb84c39
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+ split: test
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+ scores:
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+ eer_percent: 23.59285714285714
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+ n_trials: 17500
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+ n_skipped: 0
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+ artifact:
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+ scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawBMamba/resolve/abd20823bd327e989a38bf14fbb8f93b3a181ada/.eval_results/SpeechAntiSpoofingBenchmarks/EmoFake_test/scores.txt
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+ scores_sha256: 28fc8e72be3dd69ca84bfa3c7b6d75ae8883d757378fe7547bd931ede2a1174e
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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: '2026-06-26'
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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: '2026-06-26'
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+ notes: Pretrained rawbmamba_best.pt. Mamba selective-scan run on the pure-PyTorch reference path (CUDA kernels optional).
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+ Deterministic first-64600-sample window.