Frontiers in Deepfake Voice Detection and Beyond

All accepted papers will be present in poster.

57. Acoustic Phonetic Temporal Speech Representation

Yunbin Deng (MIT)*

76. Token-based Attractors and Cross-attention in Spoof Diarization

kyo-won koo (University of Seoul)*; Chan-yeong Lim (University of Seoul); Jee-weon Jung (Carnegie Mellon University); Hye-jin Shim (Carnegie Mellon University); Ha-Jin Yu (University of Seoul)

173. Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts

Ashi Garg (Johns Hopkins University)*; Zexin Cai (Johns Hopkins University); Henry Li (Johns Hopkins Universtiy); Paola Garcia (Johns Hopkins University); Kevin Duh (Johns Hopkins University); Sanjeev Khudanpur (Johns Hopkins University); Matthew Wiesner (Johns Hopkins University); Nicholas Andrews (Johns Hopkins University)

211. MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection

Zihan Pan (Institute for Infocomm Research (I2R), A*STAR, Singapore)*; Hardik Sailor (Institute for Infocomm Research (I2R), A*STAR, Singapore); Jinyang Wu (Institute for Infocomm Research (I2R), A*STAR, Singapore)

215. Towards Generalized Source Tracing for Codec-Based Deepfake Speech

I-Ming Lin (National Taiwan University); XUANJUN CHEN (National Taiwan University)*; Lin Zhang (Johns Hopkins University); Haibin Wu (National Taiwan University); Hung-yi Lee (National Taiwan University); Jyh-Shing Roger Jang (National Taiwan University)

241. Post-training for Deepfake Speech Detection

Wanying Ge (National Institute of Informatics)*; Xin Wang (National Institute of Informatics); Xuechen Liu (National Institute of Informatics); Junichi Yamagishi (National Institute of Informatics)

334. Multilingual Dataset Integration Strategies for Robust Audio Deepfake Detection: A SAFE Challenge System

Hashim Ali (University of Michigan)*; Surya Subramani (University of Michigan); Lekha Bollinani (University of Michigan); Nithin Sai Adupa (University of Michigan); Hafiz Malik (University of Michigan); Sali El-Loh (University of Michigan-Dearborn)

419. Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention Alternative

Xi Xuan (University of Eastern Finland)*; Zimo Zhu (University of California, Santa Barbara); Wenxin Zhang (University of Chinese Academy of Science); Yi-Cheng Lin (National Taiwan University); Tomi Kinnunen (University of Eastern Finland)