2025
AdaptiveDrop: A Simple Adaptive Label Noise Filtering Scheme for Enhanced Self-supervised Speaker Verification
ICASSP 2025accepted
Using clustering-driven annotations to train a neural network can be a tricky task because of label noise. In this paper, we propose a dynamic and adaptive label noise cleansing method, called AdaptiveDrop which combines both label noise filtering and correction simultaneously in cascade to combine…