Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection

7 August 2023

Jiangyan Yi

Papers citing "Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection"

23 / 23 papers shown

Title
CFAD: A Chinese Dataset for Fake Audio Detection Haoxin Ma Jiangyan Yi Chenglong Wang Xin Yan J. Tao Tao Wang Shiming Wang Ruibo Fu 40 29 0 12 Jul 2022
Does Audio Deepfake Detection Generalize? Nicolas Müller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 70 148 0 30 Mar 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 48 182 0 17 Feb 2022
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 187 92 0 17 Jan 2022
Investigating self-supervised front ends for speech spoofing countermeasures Xin Wang Junichi Yamagishi AAML 57 124 0 15 Nov 2021
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection Junichi Yamagishi Xin Wang Massimiliano Todisco Md. Sahidullah J. Patino ... Xuechen Liu Kong Aik Lee Tomi Kinnunen Nicholas W. D. Evans Héctor Delgado 65 345 0 01 Sep 2021
Continual Learning for Fake Audio Detection Haoxin Ma Jiangyan Yi J. Tao Ye Bai Zhengkun Tian Chenglong Wang AAML CLL 39 48 0 15 Apr 2021
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems You Zhang Ge Zhu Fei Jiang Z. Duan 57 29 0 03 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 149 148 0 11 Feb 2021
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 62 215 0 27 Oct 2020
Voice Conversion Challenge 2020: Intra-lingual semi-parallel and cross-lingual voice conversion Yi Zhao Wen-Chin Huang Xiaohai Tian Junichi Yamagishi Rohan Kumar Das Tomi Kinnunen Zhenhua Ling Tomoki Toda 72 207 0 28 Aug 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 275 5,783 0 20 Jun 2020
Large Scale Incremental Learning Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Y. Fu CLL 93 1,256 0 30 May 2019
Continual Learning for Sentence Representations Using Conceptors Tianlin Liu Lyle Ungar João Sedoc CLL 32 52 0 18 Apr 2019
Task-Free Continual Learning Rahaf Aljundi Klaas Kelchtermans Tinne Tuytelaars CLL 122 360 0 10 Dec 2018
Continual Learning of Context-dependent Processing in Neural Networks Guanxiong Zeng Yang Chen Bo Cui Shan Yu CLL 79 308 0 29 Sep 2018
End-to-End Incremental Learning F. M. Castro M. Marín-Jiménez Nicolás Guil Mata Cordelia Schmid Alahari Karteek CLL 85 1,157 0 25 Jul 2018
Progress & Compress: A scalable framework for continual learning Jonathan Richard Schwarz Jelena Luketina Wojciech M. Czarnecki A. Grabska-Barwinska Yee Whye Teh Razvan Pascanu R. Hadsell CLL 118 888 0 16 May 2018
Memory Aware Synapses: Learning what (not) to forget Rahaf Aljundi F. Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars KELM CLL 83 1,632 0 27 Nov 2017
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 119 1,222 0 04 Aug 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 119 2,711 0 26 Jun 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 352 7,498 0 02 Dec 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 290 4,400 0 29 Jun 2016