SLP-P50.7
GENERALIZABLE SPEECH DEEPFAKE DETECTION VIA INFORMATION BOTTLENECK ENHANCED ADVERSARIAL ALIGNMENT
Pu Huang, Shouguang Wang, Siya Yao, Zhejiang Gongshang University, China; Mengchu Zhou, New Jersey Institute of Technology, United States of America
Session:
SLP-P50: Robust Audio Deepfake and Spoofing Detection II Poster
Track:
Speech and Language Processing [SL]
Location:
Poster Area 30
Presentation Time:
Fri, 8 May, 09:00 - 11:00
Presentation
Discussion
Resources
No resources available.
Session SLP-P50
SLP-P50.1: GENERALIZABLE DETECTION OF AUDIO DEEPFAKES
Jose Lopez, Northeastern University, United States of America; Georg Stemmer, Héctor Maruri, Intel Corporation, Germany
SLP-P50.2: MITIGATING FALSE ALARMS IN OPEN-SET SPEAKER IDENTIFICATION WITH A DECOUPLED FRAMEWORK
Hee-Soo Heo, Minjae Lee, Youngki Kwon, Han-Gyu Kim, Bong-Jin Lee, NAVER Cloud Corporation, Korea, Republic of
SLP-P50.3: SpeakerRPL v2: Robust Open-set Speaker Identification through Enhanced Few-shot Foundation Tuning and Model Fusion
Zhiyong Chen, Hithink Research, China; Shuhang Wu, Shanghai University, China; Yingjie Duan, Xinkang Xu, Xinhui Hu, Hithink Research, China
SLP-P50.4: How Does Instrumental Music Help SingFake Detection?
Xuanjun Chen, Chia-Yu Hu, I-Ming Lin, Yi-Cheng Lin, National Taiwan University, Taiwan; I-Hsiang Chiu, Carnegie Mellon University, United States of America; You Zhang, University of Rochester, United States of America; Sung-Feng Huang, NVIDIA, Taiwan; Yi-Hsuan Yang, National Taiwan University, Taiwan; Haibin Wu, Independent researcher, Taiwan; Jyh-Shing Roger Jang, National Taiwan University, Taiwan
SLP-P50.5: SPEAKER ATTRIBUTED AUTOMATIC SPEECH RECOGNITION USING SPEECH AWARE LLMS
Hagai Aronowitz, Zvi Kons, Avihu Dekel, George Saon, Ron Hoory, IBM Research, Israel
SLP-P50.6: ROBUST ACCENT IDENTIFICATION VIA VOICE CONVERSION AND NON-TIMBRAL EMBEDDINGS
Rayane Bakari, Olivier Le Blouch, Nicolas Gengembre, Orange, France; Nicholas Evans, EURECOM, France
SLP-P50.7: GENERALIZABLE SPEECH DEEPFAKE DETECTION VIA INFORMATION BOTTLENECK ENHANCED ADVERSARIAL ALIGNMENT
Pu Huang, Shouguang Wang, Siya Yao, Zhejiang Gongshang University, China; Mengchu Zhou, New Jersey Institute of Technology, United States of America
SLP-P50.8: GENERALIZABLE SPEECH DEEPFAKE DETECTION VIA META-LEARNED LORA
Janne Laakkonen, University of Eastern Finland, Finland; Ivan Kukanov, KLASS Engineering and Solutions, Singapore; Ville Hautamäki, University of Eastern Finland, Finland
SLP-P50.9: EVOLVING AASIST: TOWARDS SCALABLE AND GENERALIZABLE ANTI-SPOOFING MODELS
Aniket Pandey, Arth Shah, Hemant A. Patil, DAU, India
SLP-P50.10: EMOTION AND ACOUSTICS SHOULD AGREE: CROSS-LEVEL INCONSISTENCY ANALYSIS FOR AUDIO DEEPFAKE DETECTION
Jinhua Zhang, Zhenqi Jia, Rui Liu, Inner Mongolia University, China
Contacts