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How to improve Siri Ultra's multilingual processing in non-English speaking environments?

2025-09-09 2.0 K

Path to Cross-Language Support

Systematic configuration is required to address the recognition accuracy problem for multilingual scenarios:

  • Basic Language Settings
    Modify the `language` parameter in the Worker code:
    • Chinese Scene: zh-CN/zh-TW
    • Japanese Scene: ja-JP
    • Western European languages use multi-lingual models
  • speech recognition enhancement
    Additional settings on the iOS side:
    • Go to the Shortcuts editor to add a language tag.
    • Create separate shortcut commands for different languages
    • Setting up Siri specific phrase training (requires iOS 16+)
  • Hybrid Translation Program
    For small language support:
    • Enable `auto_translate` function
    • Configuring the Deepl API as a backup translation service
    • Automatic switching of processing pipelines using language detection modules

Advanced users can implement dialect support by modifying `language_detection.js`, additional training data is required for dialects such as Cantonese.

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