Yun, Juan

Layer-aware TDNN: Speaker Recognition Using Multi-Layer Features from Pre-Trained Models

2024 · arXiv (Cornell University)

Recent advances in self-supervised learning (SSL) on Transformers have significantly improved speaker verification (SV) by providing domain-general speech representations. However, existing approaches have underutilized the multi-layered nature of SSL encoders. To address this limitation, we …