arxivcs.SDcs.AIeess.SP2026-06-29
Child-Centric Voice Anonymization in Single and Multi-Speaker Speech via Domain-Adapted SSL Models
Pranav Tushar, Xiao Xiao Miao, Rong Tong
Voice anonymization aims to protect speaker identity while preserving linguistic content and speech usability. However, most anonymization systems are developed on adult speech, leading to degraded performance when applied to child speech. This paper investigates child-centric an…