SLP-L5: Robust Audio Deepfake and Spoofing Detection I
Oral
Wed, 6 May, 09:00 - 11:00
Location: Room 114
Session Type: Oral
Session Co-Chairs: Kong Aik Lee, Associate Professor at The Hong Kong Polytechnic University and Hong-Goo Kang, Professor at Yonsei University
Track: Speech and Language Processing [SL]
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Wed, 6 May, 09:00 - 09:20

SLP-L5.1: SUBGRAPH LOCALIZATION IN THE SUBBANDS FOR PARTIALLY SPOOFED SPEECH DETECTION
Ji Liu, Chenghan Lin, Longbiao Wang, TianJin University, China; Kong Aik Lee, The Hong Kong Polytechnic University, China
Wed, 6 May, 09:20 - 09:40

SLP-L5.2: THE IMPACT OF AUDIO WATERMARKING ON AUDIO ANTI-SPOOFING COUNTERMEASURES
Zhenshan Zhang, Xueping Zhang, Duke Kunshan University, China; Yechen Wang, Liwei Jin, OfSpectrum, Inc., United States of America; Ming Li, Duke Kunshan University, China
Wed, 6 May, 09:40 - 10:00

SLP-L5.3: ON DEEPFAKE VOICE DETECTION - IT’S ALL IN THE PRESENTATION
Héctor Delgado, Giorgio Ramondetti, Emanuele Dalmasso, Gennady Karvitsky, Daniele Colibro, Haydar Talib, Microsoft, Spain
Wed, 6 May, 10:00 - 10:20

SLP-L5.4: COMBINING SSL SPEECH FEATURES, CONTEXTUAL TRANSFORMERS AND MAMBA MODELS FOR REALISTIC AUDIO SPOOFING DETECTION
Luis Buera, Héctor Delgado, Daniele Colibro, Microsoft, Spain; Antonio Miguel, Universidad of Zaragoza, Spain
Wed, 6 May, 10:20 - 10:40

SLP-L5.5: ADDRESSING GRADIENT MISALIGNMENT IN DATA-AUGMENTED TRAINING FOR ROBUST SPEECH DEEPFAKE DETECTION
Duc-Tuan Truong, Nanyang Technological University, Singapore; Tianchi Liu, National University of Singapore, Singapore; Junjie Li, The Hong Kong Polytechnic University, Hong Kong; Ruijie Tao, National University of Singapore, Singapore; Kong Aik Lee, The Hong Kong Polytechnic University, Hong Kong; Eng Siong Chng, Nanyang Technological University, Singapore
Wed, 6 May, 10:40 - 11:00

SLP-L5.6: DYNAMIC NOISE-AWARE MULTI LORA FRAMEWORK TOWARDS REAL-WORLD AUDIO DEEPFAKE DETECTION
Woongjae Lee, Hung Dinh-Xuan, Thien-Phuc Doan, Souhwan Jung, Soongsil University, Korea, Republic of