The Hidden Cost of Digits: Number Normalization and WER in ASR Systems

Stanisław Kacprzak, Mieszko Fraś

Modern automatic speech recognition (ASR) systems trained on extremely large datasets can produce transcripts with numbers written in Arabic numerals. This creates a need for fair…