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Stanisław Kacprzak

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#natural language process... Preprint Sep 2026

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

This work performs experiments on VoxPopuli and The Polish Parliamentary speech datasets and estimates word error rate (WER) differences for different text normalization approaches, showing that the difference due to the lack of number normalization in WER may be substantial.

Stanisław Kacprzak, Mieszko Fraś · 0 citations

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