Does Audio Deepfake Detection Generalize?

Does Audio Deepfake Detection Generalize?

30 March 2022

Nicolas Müller

Franziska Dieckmann

Konstantin Böttinger

Papers citing "Does Audio Deepfake Detection Generalize?"

18 / 18 papers shown

Title
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 93 5 0 23 Sep 2024
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild Jee-weon Jung Yihan Wu Xin Wang Ji-Hoon Kim Soumi Maiti ... Joon Son Chung Wangyou Zhang Seyun Um Shinnosuke Takamichi Shinji Watanabe 112 4 0 18 Sep 2024
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 75 168 0 27 Jul 2021
Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn? Nicolas Müller Franziska Dieckmann Pavel Czempin Roman Canals Konstantin Böttinger Jennifer Williams 70 71 0 23 Jun 2021
An Initial Investigation for Detecting Partially Spoofed Audio Lin Zhang Xin Wang Erica Cooper Junichi Yamagishi J. Patino Nicholas W. D. Evans 44 46 0 06 Apr 2021
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 153 149 0 11 Feb 2021
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 65 216 0 27 Oct 2020
Deep Residual Neural Networks for Audio Spoofing Detection M. Alzantot Ziqi Wang Mani B. Srivastava 60 167 0 30 Jun 2019
STC Antispoofing Systems for the ASVspoof2019 Challenge G. Lavrentyeva Sergey Novoselov Andzhukaev Tseren Marina Volkova Artem Gorlanov Alexander Kozlov 89 248 0 11 Apr 2019
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection Massimiliano Todisco Xin Wang Ville Vestman Md. Sahidullah Héctor Delgado A. Nautsch Junichi Yamagishi Nicholas W. D. Evans Tomi Kinnunen Kong Aik Lee 63 609 0 09 Apr 2019
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 80 1,252 0 04 Sep 2018
Speaker Recognition from Raw Waveform with SincNet Mirco Ravanelli Yoshua Bengio 157 715 0 29 Jul 2018
t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification Tomi Kinnunen Kong Aik Lee Héctor Delgado Nicholas W. D. Evans Massimiliano Todisco Md. Sahidullah Junichi Yamagishi D. Reynolds 59 185 0 25 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 465 43,658 0 17 Sep 2014