Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation

Sreyan Ghosh, Mohammad Sadegh Rasooli, Michael Levit +4

Generative Error Correction (GEC) has emerged as a powerful post-processing method to enhance the performance of Automatic Speech Recognition (ASR) systems. However, we show that G…