Continual Learning for Fake Audio Detection

Continual Learning for Fake Audio Detection

15 April 2021

Jiangyan Yi

Papers citing "Continual Learning for Fake Audio Detection"

15 / 15 papers shown

Title
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning Ju Yeon Kang J. Yoon Semin Kim Min Hyun Han Nam Soo Kim 32 0 0 22 Apr 2025
Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection Yoshihiko Furuhashi Junichi Yamagishi Xin Eric Wang H. Nguyen Isao Echizen 45 0 0 11 Feb 2025
Freeze and Learn: Continual Learning with Selective Freezing for Speech Deepfake Detection Davide Salvi Viola Negroni Luca Bondi Paolo Bestagini Stefano Tubaro 33 2 0 26 Sep 2024
Generalized Fake Audio Detection via Deep Stable Learning Zhiyong Wang Ruibo Fu Zhengqi Wen Yuankun Xie Yukun Liu ... Yongwei Li Jianhua Tao Yi Lu Xin Qi Shuchen Shi 37 7 0 05 Jun 2024
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection Xiaohui Zhang Jiangyan Yi J. Tao Chenglong Wang Chuyuan Zhang CLL 36 23 0 07 Aug 2023
Adaptive Fake Audio Detection with Low-Rank Model Squeezing Xiaohui Zhang Jiangyan Yi J. Tao Chenlong Wang Le Xu Ruibo Fu 36 6 0 08 Jun 2023
Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing Hye-jin Shim Jee-weon Jung Tomi Kinnunen 21 13 0 31 May 2023
Incremental Learning of Acoustic Scenes and Sound Events Manjunath Mulimani A. Mesaros CLL 27 6 0 28 Feb 2023
SceneFake: An Initial Dataset and Benchmarks for Scene Fake Audio Detection Jiangyan Yi Chenglong Wang J. Tao Chu Yuan Zhang Cunhang Fan Zhengkun Tian Haoxin Ma Ruibo Fu 30 14 0 11 Nov 2022
An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio Xin Yan Jiangyan Yi J. Tao Chenglong Wang Haoxin Ma Tao Wang Shiming Wang Ruibo Fu 22 26 0 20 Aug 2022
Fully Automated End-to-End Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Haiyang Sun Xun Chen Zhengkun Tian Haoxin Ma Cunhang Fan Ruibo Fu 26 28 0 20 Aug 2022
Learning Representations for New Sound Classes With Continual Self-Supervised Learning Zhepei Wang Cem Subakan Xilin Jiang Junkai Wu Efthymios Tzinis Mirco Ravanelli Paris Smaragdis CLL SSL 67 19 0 15 May 2022
ADD 2022: the First Audio Deep Synthesis Detection Challenge Jiangyan Yi Ruibo Fu J. Tao Shuai Nie Haoxin Ma ... Le Xu Zhengqi Wen Haizhou Li Zheng Lian Bin Liu 14 176 0 17 Feb 2022
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Haibin Wu Heng-Cheng Kuo Naijun Zheng Kuo-Hsuan Hung Hung-yi Lee Yu Tsao Hsin-Min Wang Helen Meng 35 36 0 14 Feb 2022
Towards Lifelong Learning of Multilingual Text-To-Speech Synthesis Mu Yang Shaojin Ding Tianlong Chen Tong Wang Zhangyang Wang CLL 30 5 0 09 Oct 2021