Add Spectra-AASIST3 submission (ASVspoof2021_DF)

#13
Files changed (1) hide show
  1. submissions/spectra-aasist3.yaml +38 -0
submissions/spectra-aasist3.yaml ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ schema_version: 4
2
+ system:
3
+ name: Spectra-AASIST3
4
+ slug: spectra-aasist3
5
+ description: 'Speech deepfake detector: a wav2vec 2.0 XLS-R-300m self-supervised front-end feeding a
6
+ single-layer MLP bridge (1024->128) into a KAN-enhanced AASIST (KAN-AASIST) 2-class classifier with
7
+ four-branch spectro-temporal graph attention and a KAN output layer. Pre-release lab260/Spectra-AASIST3
8
+ checkpoint. FP32, preemphasis (0.97), deterministic first-64600-sample window (no random crop). score
9
+ = output logit for class 1 (bona fide). Unpublished / pre-release model (no paper).
10
+
11
+ '
12
+ code: https://huggingface.co/lab260/Spectra-AASIST3
13
+ checkpoint: https://huggingface.co/lab260/Spectra-AASIST3
14
+ params_millions: 318.9489
15
+ dataset:
16
+ id: SpeechAntiSpoofingBenchmarks/ASVspoof2021_DF
17
+ revision: 16d4f7d6c68694ac9b0bd43b83df322d1bc5102e
18
+ split: test
19
+ scores:
20
+ eer_percent: 4.297773976090101
21
+ n_trials: 611829
22
+ n_skipped: 0
23
+ artifact:
24
+ scores_url: https://huggingface.co/lab260/Spectra-AASIST3/resolve/ab733e9cd6346fad70802be6aba05fe14ee8ceac/.eval_results/SpeechAntiSpoofingBenchmarks/ASVspoof2021_DF/scores.txt
25
+ scores_sha256: a393e4ff66b6c3c8d1e5968988cd4036a463c029d4f0de1922c6bf50f3353f0b
26
+ bench_version: speech-spoof-bench==0.3.3
27
+ submitter:
28
+ hf_username: korallll
29
+ contact: k.n.borodin@mtuci.ru
30
+ submitted_at: '2026-06-06'
31
+ notes: Spectra-AASIST3 (wav2vec2 XLS-R-300m SSL front-end + MLP bridge + KAN-AASIST). Preemphasis 0.97,
32
+ deterministic first-64600-sample window. score = logit class 1 (bona fide). Unpublished/pre-release
33
+ (no paper). Scores hosted in lab260/Spectra-AASIST3/.eval_results.
34
+ reproduction:
35
+ reproduced_by: SpeechAntiSpoofingBenchmarks
36
+ reproduced_at: '2026-06-06'
37
+ reproduced_bench_version: speech-spoof-bench==0.3.3
38
+ match: scoring