Mariya Popova

Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model

In this work, we introduce a simple yet efficient post-processing model for automatic speech recognition. Our model has Transformer-based encoder-decoder architecture which "translates" acoustic model output into grammatically and semantically correct text. We investigate different strategies for re…