Attack Agnostic Dataset: Towards Generalization and Stabilization of
Audio DeepFake Detection

Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection

27 June 2022

Papers citing "Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection"

10 / 10 papers shown

Title
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes Ivan Kukanov Janne Laakkonen Tomi Kinnunen Ville Hautamaki AAML 13 0 0 27 Oct 2024
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 44 3 0 23 Sep 2024
Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach Mohammed Yousif J. J. Mathew Huzaifa Pallan Agamjeet Singh Padda Syed Daniyal Shah Sara Adamski Madhu Reddiboina Arjun Pankajakshan 28 0 0 19 Apr 2024
Cross-Domain Audio Deepfake Detection: Dataset and Analysis Yuang Li Min Zhang Mengxin Ren Miaomiao Ma Daimeng Wei Hao Yang 27 3 0 07 Apr 2024
Improved DeepFake Detection Using Whisper Features Piotr Kawa Marcin Plata Michał Czuba Piotr Szymañski P. Syga 6 35 0 02 Jun 2023
Deepfake CAPTCHA: A Method for Preventing Fake Calls Lior Yasur Guy Frankovits Fred M. Grabovski Yisroel Mirsky 17 11 0 08 Jan 2023
Defense Against Adversarial Attacks on Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga AAML 27 7 0 30 Dec 2022
SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga 8 14 0 12 Oct 2022
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 127 118 0 04 Nov 2021
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 196 817 0 12 Jun 2018