Pengyu Ren

A Noisy Label Filter based on GMM Binary Classification for Speaker Verification

Noisy labels are inevitable in real-world datasets. These noisy labels cause deep neural networks to gradient descent towards the wrong direction, leading to performance degradation. In this paper, We propose an efficient method for filtering out noisy labels during training. We calculate an embeddi…