3 papers
eess.AS2024
Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Knowledge distillation (KD) is widely used in audio tasks, such as speaker verification (SV), by transferring knowledge from a well-trained large model (the teacher) to a smaller,…
eess.AS2024
Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Domain gap often degrades the performance of speaker verification (SV) systems when the statistical distributions of training data and real-world test speech are mismatched. Channe…
cs.SD2024
Robust Channel Learning for Large-Scale Radio Speaker Verification
Wenhao Yang, Jianguo Wei, Wenhuan Lu +2
Recent research in speaker verification has increasingly focused on achieving robust and reliable recognition under challenging channel conditions and noisy environments. Identifyi…