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HyperAI超神经

Audio Deepfake Detection On Asvspoof 2021

评估指标

21DF EER

21LA EER

评测结果

各个模型在此基准测试上的表现结果

			Paper Title	Repository
RawNet-2	40.06	40.07	End-to-end anti-spoofing with RawNet2
RawGAT-ST	23.26	10.25	End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
AASIST	21.07	11.46	AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks
XLSR+AASIST	3.69	1.0	Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
TCM-Add	2.14	2.99	Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection
XLSR+SLS	1.96	2.86	Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier	-
XLSR-Mamba	1.88	0.93	XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
BTS-E	/	8.75	Bts-e: Audio deepfake detection using breathing-talking-silence encoder	-

0 of 8 row(s) selected.

Audio Deepfake Detection On Asvspoof 2021 | SOTA | HyperAI超神经