Datasets:
Add RawTFNet submission for PyAra
#7
by korallll - opened
- submissions/rawtfnet.yaml +38 -0
submissions/rawtfnet.yaml
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
schema_version: 4
|
| 2 |
+
system:
|
| 3 |
+
name: RawTFNet
|
| 4 |
+
slug: rawtfnet
|
| 5 |
+
description: 'Lightweight raw-waveform CNN for speech anti-spoofing: sinc-convolution front-end, depthwise-separable
|
| 6 |
+
Res2Net-SE conv blocks, and a Tf-SepNet (time-frequency separable) classifier (depth=10, width=32).
|
| 7 |
+
ASVspoof2019 LA pretrained, FP32, deterministic first-64600-sample window (no random crop).'
|
| 8 |
+
code: https://github.com/swagshaw/RawTFNet-Pytorch
|
| 9 |
+
checkpoint: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawTFNet/blob/aa12f0fe2f10cc5278c954175a12c18cc43e3113/Best_RawTFNet_32.pth
|
| 10 |
+
params_millions: 0.17754
|
| 11 |
+
paper:
|
| 12 |
+
arxiv_id: '2507.08227'
|
| 13 |
+
url: https://arxiv.org/abs/2507.08227
|
| 14 |
+
bibtex: "@article{xiao2025rawtfnet,\n title={RawTFNet: A Lightweight CNN Architecture for Speech\
|
| 15 |
+
\ Anti-spoofing},\n author={Xiao, Yang and Dang, Ting and Das, Rohan Kumar},\n journal={arXiv\
|
| 16 |
+
\ preprint arXiv:2507.08227},\n year={2025}\n}\n"
|
| 17 |
+
dataset:
|
| 18 |
+
id: SpeechAntiSpoofingBenchmarks/PyAra
|
| 19 |
+
revision: 43f03384ee9ad701a64e0baaa531c8aedd724cd8
|
| 20 |
+
split: test
|
| 21 |
+
scores:
|
| 22 |
+
eer_percent: 15.761925192090176
|
| 23 |
+
n_trials: 201778
|
| 24 |
+
n_skipped: 0
|
| 25 |
+
artifact:
|
| 26 |
+
scores_url: https://huggingface.co/SpeechAntiSpoofingBenchmarks/RawTFNet/resolve/f2e4b0b2320df6106b5c2ddcc4cd0cd746c97e29/.eval_results/SpeechAntiSpoofingBenchmarks/PyAra/scores.txt
|
| 27 |
+
scores_sha256: 986166ed6d4d2b5a8b649c60003d8abd71d8e6e70b6fad23a947e7be1ab18888
|
| 28 |
+
bench_version: speech-spoof-bench==0.3.4
|
| 29 |
+
reproduction:
|
| 30 |
+
reproduced_by: SpeechAntiSpoofingBenchmarks
|
| 31 |
+
reproduced_at: '2026-06-10'
|
| 32 |
+
reproduced_bench_version: speech-spoof-bench==0.3.4
|
| 33 |
+
match: scoring
|
| 34 |
+
submitter:
|
| 35 |
+
hf_username: korallll
|
| 36 |
+
contact: k.n.borodin@mtuci.ru
|
| 37 |
+
submitted_at: '2026-06-10'
|
| 38 |
+
notes: Deterministic first-64600-sample window (no random crop). Full RawTFNet (width=32), Best_RawTFNet_32.pth.
|