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eess.AS2025
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning
Danwei Cai, Zexin Cai, Ze Li +1
Speaker representation learning is crucial for voice recognition systems, with recent advances in self-supervised approaches reducing dependency on labeled data. Current two-stage…
eess.AS2024
Leveraging ASR Pretrained Conformers for Speaker Verification through Transfer Learning and Knowledge Distillation
Danwei Cai, Ming Li
This paper explores the use of ASR-pretrained Conformers for speaker verification, leveraging their strengths in modeling speech signals. We introduce three strategies: (1) Transfe…