Clinical Dialogue Transcription Error Correction using Seq2Seq Models. (arXiv:2205.13572v1 [cs.CL])

Good communication is critical to good healthcare. Clinical dialogue is a
conversation between health practitioners and their patients, with the explicit
goal of obtaining and sharing medical information. This information contributes
to medical decision-making regarding the patient and plays a crucial role in
their healthcare journey. The reliance on note taking and manual scribing
processes are extremely inefficient and leads to manual transcription errors
when digitizing notes. Automatic Speech Recognition (ASR) plays a significant
role in speech-to-text applications, and can …

arxiv error seq2seq transcription