Datasets:
Add RawBMamba submission for LRLspoof (1-SRR=34.1313)
#5
by korallll - opened
- submissions/rawbmamba.yaml +44 -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.
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Sinc/Res front-end + bidirectional Mamba blocks with attention pooling and an angular-margin (A-softmax)
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head. Raw-waveform, FP32, deterministic first-64600-sample (4 s) window. Higher score = more bona
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fide.'
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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\
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\ Space Model for Audio Deepfake Detection},\n author = {Chen, Yujie and Yi, Jiangyan and Xue,\
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\ Jianhua and Wang, Chenglong and Zhang, Xiaohui and Dong, Shunbo and Zeng, Siding and Tao, Jianhua\
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\ and Zhao, Lv and Wang, Cunhang},\n booktitle = {Interspeech 2024},\n year = {2024}\n}\n"
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dataset:
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id: lab260/LRLspoof
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revision: ac76f0e5472fdb68a6726e1fa94a148316e76916
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split: test
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scores:
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srr_complement: 34.13131273630948
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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: -9.563568593949045
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artifact:
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scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawBMamba/resolve/fd7e83515eb809a263722ffef5e0c3ba40af46db/.eval_results/lab260/LRLspoof/scores.txt
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scores_sha256: e12e3f3a27db0f1a19a8faa0f42dae58d46f8761e6bb7a7ff68708b851430f34
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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: '2026-10-29'
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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: '2026-10-29'
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notes: Pretrained rawbmamba_best.pt. Mamba selective-scan run on the pure-PyTorch reference path (CUDA
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kernels optional). Deterministic first-64600-sample window.
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