Transliteration converts characters and spellings between writing systems so words can be represented in a shared alphabet, often Latin. It differs from translation: नमस्कार may be transliterated as namaska¯ra before being translated as hello. Accent changes such as résumé to resume provide a simpler case, while non-Latin alphabets are harder. section 8.2
Names across scripts and languages
A multilingual surname system may normalize names into Latin characters before processing them with an RNN. This supports shared pipelines, but reused spellings across national borders mean transliterated forms do not uniquely identify language or nationality. section 8.2
