Collected sources and patterns will appear here. Add from search, explore, or the patterns library.
Text -> NormalizedText
Convert written symbols, numbers, dates, times, and abbreviations in raw text into their fully spelled-out, spoken-word forms.
Problem it solves
Text-to-speech models fail to read raw numbers, symbols, or localized date patterns correctly.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.