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Learning From Yourself: A Self-Distillation Method for Fake Speech
  Detection

Learning From Yourself: A Self-Distillation Method for Fake Speech Detection

2 March 2023
Jun Xue
Cunhang Fan
Jiangyan Yi
Chenglong Wang
Zhengqi Wen
Dan Zhang
Zhao Lv
ArXivPDFHTML

Papers citing "Learning From Yourself: A Self-Distillation Method for Fake Speech Detection"

9 / 9 papers shown
Title
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection
Lam Pham
Phat Lam
Dat Tran
Hieu Tang
Tin Nguyen
Alexander Schindler
Canh Vu
Alexander Polonsky
Canh Vu
79
5
0
23 Sep 2024
Audio Deepfake Detection Based on a Combination of F0 Information and
  Real Plus Imaginary Spectrogram Features
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features
Jun Xue
Cunhang Fan
Zhao Lv
J. Tao
Jiangyan Yi
C. Zheng
Zhengqi Wen
Minmin Yuan
S. Shao
75
32
0
02 Aug 2022
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph
  Attention Networks
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks
Jee-weon Jung
Hee-Soo Heo
Hemlata Tak
Hye-jin Shim
Joon Son Chung
Bong-Jin Lee
Ha-Jin Yu
Nicholas W. D. Evans
186
302
0
04 Oct 2021
End-to-End Spectro-Temporal Graph Attention Networks for Speaker
  Verification Anti-Spoofing and Speech Deepfake Detection
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection
Hemlata Tak
Jee-weon Jung
J. Patino
Madhu R. Kamble
Massimiliano Todisco
Nicholas W. D. Evans
66
168
0
27 Jul 2021
ASVspoof 2019: spoofing countermeasures for the detection of
  synthesized, converted and replayed speech
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech
A. Nautsch
Xin Wang
Nicholas W. D. Evans
Tomi Kinnunen
Ville Vestman
Massimiliano Todisco
Héctor Delgado
Md. Sahidullah
Junichi Yamagishi
Kong Aik Lee
149
148
0
11 Feb 2021
Replay and Synthetic Speech Detection with Res2net Architecture
Replay and Synthetic Speech Detection with Res2net Architecture
Xu Li
Na Li
Chao Weng
Xunying Liu
Dan Su
Dong Yu
Helen Meng
68
161
0
28 Oct 2020
One-class Learning Towards Synthetic Voice Spoofing Detection
One-class Learning Towards Synthetic Voice Spoofing Detection
You Zhang
Fei Jiang
Z. Duan
59
215
0
27 Oct 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural
  Networks
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Qilong Wang
Banggu Wu
Peng Fei Zhu
P. Li
W. Zuo
Q. Hu
131
4,014
0
08 Oct 2019
Be Your Own Teacher: Improve the Performance of Convolutional Neural
  Networks via Self Distillation
Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation
Linfeng Zhang
Jiebo Song
Anni Gao
Jingwei Chen
Chenglong Bao
Kaisheng Ma
FedML
60
860
0
17 May 2019
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