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How to optimize the problem of pronunciation accuracy in multilingual TTS generation?

2025-09-10 2.3 K
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Multilingual Pronunciation Optimization Solution

For mixed Chinese-English scenarios:

  • Text Preprocessing Specification: must be used<|TEXT_UNDERSTANDING_START|>Tagging wraps the original text, whereby the model automatically recognizes the language
  • mixed coding strategy: Unified Syllable Representation within the model, processing multilingual text through a shared subword tokenizer
  • Pronunciation correction techniques: For special pronunciations, add phonetic symbols to the text (e.g., Chinese Pinyin/English phonetic symbols).

Test suggestions: 1) capitalize the first letter of English proper nouns; 2) use space separation when mixing Chinese and English; 3) the future version 8B will significantly improve the performance of small languages.

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