Add RawBMamba submission for LRLspoof (1-SRR=34.1313)

#5
by korallll - opened
Files changed (1) hide show
  1. submissions/rawbmamba.yaml +44 -0
submissions/rawbmamba.yaml ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ schema_version: 4
2
+ system:
3
+ name: RawBMamba
4
+ slug: rawbmamba
5
+ description: 'RawBMamba: end-to-end bidirectional state-space (Mamba) model for audio deepfake detection.
6
+ Sinc/Res front-end + bidirectional Mamba blocks with attention pooling and an angular-margin (A-softmax)
7
+ head. Raw-waveform, FP32, deterministic first-64600-sample (4 s) window. Higher score = more bona
8
+ fide.'
9
+ code: https://github.com/cyjie429/RawBMamba
10
+ checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawBMamba/blob/main/rawbmamba_best.pt
11
+ params_millions: 0.7202
12
+ paper:
13
+ arxiv_id: '2406.06086'
14
+ url: https://arxiv.org/abs/2406.06086
15
+ bibtex: "@inproceedings{chen2024rawbmamba,\n title = {RawBMamba: End-to-End Bidirectional State\
16
+ \ Space Model for Audio Deepfake Detection},\n author = {Chen, Yujie and Yi, Jiangyan and Xue,\
17
+ \ Jianhua and Wang, Chenglong and Zhang, Xiaohui and Dong, Shunbo and Zeng, Siding and Tao, Jianhua\
18
+ \ and Zhao, Lv and Wang, Cunhang},\n booktitle = {Interspeech 2024},\n year = {2024}\n}\n"
19
+ dataset:
20
+ id: lab260/LRLspoof
21
+ revision: ac76f0e5472fdb68a6726e1fa94a148316e76916
22
+ split: test
23
+ scores:
24
+ srr_complement: 34.13131273630948
25
+ n_trials: 1304455
26
+ n_skipped: 286
27
+ calibration:
28
+ source_dataset: SpeechAntiSpoofingBenchmarks/DeepVoice
29
+ threshold: -9.563568593949045
30
+ artifact:
31
+ scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawBMamba/resolve/fd7e83515eb809a263722ffef5e0c3ba40af46db/.eval_results/lab260/LRLspoof/scores.txt
32
+ scores_sha256: e12e3f3a27db0f1a19a8faa0f42dae58d46f8761e6bb7a7ff68708b851430f34
33
+ bench_version: speech-spoof-bench==0.4.1
34
+ reproduction:
35
+ reproduced_by: SpeechAntiSpoofingBenchmarks
36
+ reproduced_at: '2026-10-29'
37
+ reproduced_bench_version: speech-spoof-bench==0.4.1
38
+ match: scoring
39
+ submitter:
40
+ hf_username: korallll
41
+ contact: k.n.borodin@mtuci.ru
42
+ submitted_at: '2026-10-29'
43
+ notes: Pretrained rawbmamba_best.pt. Mamba selective-scan run on the pure-PyTorch reference path (CUDA
44
+ kernels optional). Deterministic first-64600-sample window.