Unsupervised Fine-Tuning Data Selection for ASR Using Self-Supervised Speech Models

Reem Gody, David Harwath

Self-supervised learning (SSL) has been able to leverage unlabeled data to boost the performance of automatic speech recognition (ASR) models when we have access to only a small am…