一作ACL 2026Poster· Natural Language Processing
A Data-Centric Approach to Generalizable Speech Deepfake Detection
Wen Huang · Yuchen Mao · Yanmin Qian
摘要
Achieving robust generalization in speech deepfake detection (SDD) remains a primary challenge, as models often fail to detect unseen forgery methods. While research has focused on model-centric and algorithm-centric solutions, the impact of data composition is often underexplored. This paper pro...