Audio Deepfake Detection: A Survey

Audio Deepfake Detection: A Survey

29 August 2023

Jiangyan Yi

Papers citing "Audio Deepfake Detection: A Survey"

15 / 15 papers shown

Title
End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation Andrea Di Pierno Luca Guarnera D. Allegra S. Battiato 36 0 0 29 Apr 2025
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 27 0 0 22 Apr 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge Yi Zhu C. Goel Surya Koppisetti Trang Tran Ankur Kumar Gaurav Bharaj AAML 28 0 0 09 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 51 3 0 23 Sep 2024
ADD 2023: the Second Audio Deepfake Detection Challenge Jiangyan Yi Jianhua Tao Ruibo Fu Xinrui Yan Chenglong Wang ... Zhengqi Wen Shan Liang Zheng Lian Shuai Nie Haizhou Li 82 94 0 23 May 2023
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Chuyuan Zhang Shuai Zhang Ruibo Fu Xun Chen 24 9 0 23 May 2023
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild Xuechen Liu Xin Wang Md. Sahidullah J. Patino Héctor Delgado ... Massimiliano Todisco Junichi Yamagishi Nicholas W. D. Evans A. Nautsch Kong Aik Lee 32 173 0 05 Oct 2022
RawBoost: A Raw Data Boosting and Augmentation Method applied to Automatic Speaker Verification Anti-Spoofing Hemlata Tak Madhu R. Kamble J. Patino Massimiliano Todisco Nicholas W. D. Evans 63 102 0 08 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
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 147 281 0 04 Oct 2021
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform Youxuan Ma Zongze Ren Shugong Xu 38 39 0 12 Aug 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 119 144 0 11 Feb 2021
LEAF: A Learnable Frontend for Audio Classification Neil Zeghidour O. Teboul Félix de Chaumont Quitry Marco Tagliasacchi VLM AAML 82 144 0 21 Jan 2021
End-to-end spoofing detection with raw waveform CLDNNs Heinrich Dinkel Nanxin Chen Y. Qian Kai Yu 43 78 0 26 Jul 2020