DADA 2023
IJCAI 2023 Workshop on Deepfake Audio Detection and Analysis

Table of Contents

• Preface
  Summary: There were 41 papers submitted for peer review to this workshop. Out of this, 21 papers were accepted for this volume as short papers.

Papers

• The NeteaseGames System for Fake Audio Generation Task of 2023 Audio Deepfake Detection Challenge 1-5
  Haoyue Zhan , Yang Zhang , Xinyuan Yu
• The Defender's Perspective on Automatic Speaker Verification: An Overview 6-11
  Haibin Wu , Jiawen Kang , Lingwei Meng , Helen Meng , Hung-yi Lee
• DAoB: A Transferable Adversarial Attack via Boundary Information for Speaker Recognition Systems 12-17
  Junjian Zhang , Binyue Deng , Hao Tan , Le Wang , Zhaoquan Gu
• Convolutional Recurrent Neural Network and Multitask Learning for Manipulation Region Location 18-22
  Kang Li , Xiao-Min Zeng , Jian-Tao Zhang , Yan Song
• CAU KU Deepfake Detection System for ADD 2023 Challenge 23-30
  Soyul Han , Taein Kang , Sunmook Choi , Jaejin Seo , Sanghyeok Chung , Sumi Lee , Seungsang Oh , Il-Youp Kwak
• Deepfake Algorithm Recognition System with Augmented Data for ADD 2023 Challenge 31-36
  Xiao-Min Zeng , Jian-Tao Zhang , Kang Li , Zhuo-Li Liu , Wei-Lin Xie , Yan Song
• The Vicomtech Partial Deepfake Detection and Location System for the 2023 ADD Challenge 37-42
  Juan Manuel Martín-Doñas , Aitor Álvarez ,
• Multi-grained Backend Fusion for Manipulation Region Location of Partially Fake Audio 43-48
  Jun Li , Lin Li , Mengjie Luo , Xiaoqin Wang , Shushan Qiao , Yumei Zhou
• Description of a Multi-Stage Audio Spoofing System in ADD Challenge 2023 49-57
  Hua Hua , Jingze Lu , Peiyang Shi , Zengqiang Shang , Yuxiang Zhang , Xuyuan Li , Pengyuan Zhang
• Single Domain Generalization for Audio Deepfake Detection 58-63
  Yuankun Xie , Haonan Cheng , Yutian Wang , Long Ye
• The NPU-ASLP System for Deepfake Algorithm Recognition in ADD 2023 Challenge 64-69
  Ziqian Wang , Qing Wang , Jixun Yao , Lei Xie
• Improving the Robustness of Deepfake Audio Detection through Confidence Calibration 70-75
  Yuxiang Zhang , Jingze Lu , Zhuo Li , Zengqiang Shang , Wenchao Wang , Pengyuan Zhang
• Deepfake Algorithm Recognition through Multi-model Fusion Based On Manifold Measure 76-81
  Ye Tian , Yunkun Chen , Yuezhong Tang , Boyang Fu
• Multi-perspective Information Fusion Res2Net with Random Specmix for Fake Speech Detection 82-88
  Shunbo Dong , Jun Xue , Cunhang Fan , Kang Zhu , Yujie Chen , Zhao lv
• Detecting Unknown Speech Spoofing Algorithms with Nearest Neighbors 89-94
  Jingze Lu , Yuxiang Zhang , Zhuo Li , Zengqiang Shang , Wenchao Wang , Pengyuan Zhang
• Adaptive Fake Audio Detection with Low-Rank Model Squeezing 95-100
  Xiaohui Zhang , Jiangyan Yi , Jianhua Tao , Chenglong Wang , Le Xu , Ruibo Fu
• Low-rank Adaptation Method for Wav2vec2-based Fake Audio Detection 101-106
  Chenglong Wang , Jiangyan Yi , Xiaohui Zhang , Jianhua Tao , Xinrui Yan , Le Xu , Ruibo Fu
• From Speaker Verification to Deepfake Algorithm Recognition: Our Learned Lessons from ADD2023 Track 3 107-112
  Xiaoyi Qin , Xingming Wang , Yanli Chen , Qinglin Meng , Ming Li
• TranssionADD: A Multi-frame Reinforcement Based Sequence Tagging Model for Audio Deepfake Detection 113-118
  Jie Liu , Zhiba Su , Hui Huang , Caiyan Wan , Quanxiu Wang , Jiangli Hong , Benlai Tang , Fengjie Zhu
• The USTC-NERCSLIP System for the Track 1.2 of Audio Deepfake Detection (ADD 2023) Challenge 119-124
  Haochen Wu , Zhuhai Li , Luzhen Xu , Zhentao Zhang , Wenting Zhao , Bin Gu , Yang Ai , Yexin Lu , Jie Zhang , Zhenhua Ling , Wu Guo
• ADD 2023: the Second Audio Deepfake Detection Challenge 125-130
  Jiangyan Yi , Jianhua Tao , Ruibo Fu , Xinrui Yan , Chenglong Wang , Tao Wang , Chu Yuan Zhang , Xiaohui Zhang , Yan Zhao , Yong Ren , Le Xu , Junzuo Zhou , Hao Gu , Zhengqi Wen , Shan Liang , Zheng Lian , Shuai Nie , Haizhou Li