Add SSL Feature Gating submission for PyAra (EER=6.152346035336791)

submissions/ssl-feature-gating.yaml

@@ -0,0 +1,43 @@
+schema_version: 4
+system:
+  name: SSL Feature Gating
+  slug: ssl-feature-gating
+  description: 'Multi-level SSL Feature Gating for audio deepfake detection: a gating mechanism over XLS-R (wav2vec2-xls-r-300m)
+    hidden states as front-end, Multi-kernel gated Convolution (MultiConv) back-end with CKA-enforced feature diversity, and
+    multi-head attention pooling. Raw-waveform, FP32, deterministic first-64600-sample (4 s) window. Higher score = more bona
+    fide.
+
+    '
+  code: https://github.com/hoanmyTran/dissimilarity_deepfake_detection
+  checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/SSL-Feature-Gating/blob/main/acmmm25_best_model.ckpt
+  params_millions: 318.08
+  paper:
+    arxiv_id: 10.1145/3746027.3754568
+    url: https://dl.acm.org/doi/10.1145/3746027.3754568
+    bibtex: "@inproceedings{tran2025ssl,\n  title     = {Multi-level SSL Feature Gating for Audio Deepfake Detection},\n \
+      \ author    = {Tran, Hoan My and Lolive, Damien and Sini, Aghilas and Delhay, Arnaud and Marteau, Pierre-Fran\\c{c}ois\
+      \ and Guennec, David},\n  booktitle = {Proceedings of the 33rd ACM International Conference on Multimedia (MM '25)},\n\
+      \  year      = {2025},\n  doi       = {10.1145/3746027.3754568}\n}\n"
+dataset:
+  id: SpeechAntiSpoofingBenchmarks/PyAra
+  revision: 40167badd6d8a289f02054761ee5411f49227b87
+  split: test
+scores:
+  eer_percent: 6.152346035336791
+  n_trials: 201778
+  n_skipped: 0
+artifact:
+  scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/SSL-Feature-Gating/resolve/aca38bfe8c40309fdcb1c4ef84a5b7d0b8bb7de6/.eval_results/SpeechAntiSpoofingBenchmarks/PyAra/scores.txt
+  scores_sha256: 8784f0c7cdf3eed185ae333e2c392f8473f89372a86cec1b0db004a6acdd9fcf
+  bench_version: speech-spoof-bench==0.4.1
+reproduction:
+  reproduced_by: SpeechAntiSpoofingBenchmarks
+  reproduced_at: '2026-06-26'
+  reproduced_bench_version: speech-spoof-bench==0.4.1
+  match: scoring
+submitter:
+  hf_username: korallll
+  contact: k.n.borodin@mtuci.ru
+submitted_at: '2026-06-26'
+notes: ACM MM 2025 checkpoint acmmm25_best_model.ckpt. XLS-R-300M front-end + MultiConv gating. Deterministic first-64600-sample
+  window.