Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing

31 May 2023

Hye-jin Shim

Papers citing "Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing"

20 / 20 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 70 0 0 22 Apr 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes Aodi Li Liansheng Zhuang Xiao Long Minghong Yao Shafei Wang 418 0 0 18 Dec 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 149 2 0 26 Nov 2024
Towards Understanding Sharpness-Aware Minimization Maksym Andriushchenko Nicolas Flammarion AAML 85 141 0 13 Jun 2022
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 171 128 0 04 Nov 2021
Sharpness-Aware Minimization Improves Language Model Generalization Dara Bahri H. Mobahi Yi Tay 154 103 0 16 Oct 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 186 302 0 04 Oct 2021
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 68 168 0 27 Jul 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 153 2,949 0 14 Jun 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
Simple multi-dataset detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 270 117 0 25 Feb 2021
ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks Jungmin Kwon Jeongseop Kim Hyunseong Park I. Choi 86 289 0 23 Feb 2021
Replay and Synthetic Speech Detection with Res2net Architecture Xu Li Na Li Chao Weng Xunying Liu Dan Su Dong Yu Helen Meng 71 161 0 28 Oct 2020
One-class Learning Towards Synthetic Voice Spoofing Detection You Zhang Fei Jiang Z. Duan 62 215 0 27 Oct 2020
Sharpness-Aware Minimization for Efficiently Improving Generalization Pierre Foret Ariel Kleiner H. Mobahi Behnam Neyshabur AAML 184 1,345 0 03 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 268 5,783 0 20 Jun 2020
Self-supervised pre-training with acoustic configurations for replay spoofing detection Hye-jin Shim Hee-Soo Heo Jee-weon Jung Ha-Jin Yu 48 6 0 22 Oct 2019
The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods Jaime Lorenzo-Trueba Junichi Yamagishi Tomoki Toda Daisuke Saito F. Villavicencio Tomi Kinnunen Zhenhua Ling 50 320 0 12 Apr 2018