Jiaji Huang

Active Learning for Speech Recognition: the Power of Gradients

2016 · arXiv (Cornell University)

In training speech recognition systems, labeling audio clips can be expensive, and not all data is equally valuable. Active learning aims to label only the most informative samples to reduce cost. For speech recognition, confidence …