GC-P5.4
EFFICIENT AUDIO TRANSFORMER AND AASIST FOR ENVIRONMENT SOUND DEEPFAKE DETECTION IN THE ESDD 2026 CHALLENGE
Junqin Cao, Cunhang Fan, Anhui University, China; Jun Xue, Wuhan University, China; Yuankun Xie, Communication University of China, China; Ruibo Fu, Zhengqi Wen, Jiangyan Yi, Tsinghua University, China; Yanzhen Ren, Wuhan University, China; Zhao Lv, Anhui University, China; Jianhua Tao, Tsinghua University, China
Session:
GC-P5: Environmental Sound Deepfake Detection (ESDD) Poster
Track:
SP Grand Challenges
Location:
Poster Area 43
Presentation Time:
Thu, 7 May, 09:00 - 11:00
Presentation
Discussion
Resources
No resources available.
Session GC-P5
GC-P5.1: BEAT2AASIST MODEL WITH LAYER FUSION FOR ESDD 2026 CHALLENGE
Sanghyeok Chung, Korea University, Korea, Republic of; Eujin Kim, Chung-Ang University, Korea, Republic of; Donggun Kim, Korea University, Korea, Republic of; Gaeun Heo, Chung-Ang University, Korea, Republic of; Jeongbin You, Korea University, Korea, Republic of; Nahyun Lee, Chung-Ang University, Korea, Republic of; Sunmook Choi, Cornell University, United States of America; Soyul Han, Hannam University, Korea, Republic of; Seungsang Oh, Korea University, Korea, Republic of; Il-Youp Kwak, Chung-Ang University, Korea, Republic of
GC-P5.2: ENVSSLAM-FFN: LIGHTWEIGHT LAYER-FUSED SYSTEM FOR ESDD 2026 CHALLENGE
Xiaoxuan Guo, Hengyan Huang, Communication University of China, China; Jiayi Zhou, Renhe Sun, Jian Liu, Ant Group, China; Haonan Cheng, Long Ye, Qin Zhang, Communication University of China, China
GC-P5.3: Environmental Sound Deepfake Detection Challenge: An Overview
Han Yin, Korea Advanced Institute of Science and Technology, Korea, Republic of; Yang Xiao, University of Melbourne, Australia; Rohan Kumar Das, Fortemedia, Singapore; Jisheng Bai, XUPT, China; Ting Dang, University of Melbourne, Australia
GC-P5.4: EFFICIENT AUDIO TRANSFORMER AND AASIST FOR ENVIRONMENT SOUND DEEPFAKE DETECTION IN THE ESDD 2026 CHALLENGE
Junqin Cao, Cunhang Fan, Anhui University, China; Jun Xue, Wuhan University, China; Yuankun Xie, Communication University of China, China; Ruibo Fu, Zhengqi Wen, Jiangyan Yi, Tsinghua University, China; Yanzhen Ren, Wuhan University, China; Zhao Lv, Anhui University, China; Jianhua Tao, Tsinghua University, China
GC-P5.5: Domain-Adversarial EAT with LoRa Fine-tuning for ESDD 2026 Challenge
Fangda Wei, Miao Liu, Mengyuan Deng, Faying Wu, Yuanzhao Li, Zicheng Xu, Jing Wang, Shenghui Zhao, Yi Xin, Beijing Institute of Technology, China
GC-P5.6: THE DFKI-SLT SYSTEM FOR ESDD 2026: BICROSSMAMBA-ST WITH ATTENTIVE SSL FUSION
Yassine El Kheir, Arnab Das, Enes Erdem Erdogan, Feidi Kallel, Tim Polzehl, Sebastian Möller, DFKI, Germany
Contacts