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How to solve the rapid deployment challenge of multilingual text-to-speech?

2025-09-10 3.9 K
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Background

In multi-language scenarios, traditional TTS systems often require complex dependency libraries and huge model files, leading to inefficient deployment. kokoro-ONNX solves this pain point with the optimized architecture of ONNX runtime.

Core Solutions

  • Lightweight installation: Usepip install -U kokoro-onnxOne-step installation of core components (~300MB), only 80MB for the quantized version
  • modular language pack: Byvoices.jsonMulti-language configuration for document management, just replace the corresponding voice model to switch languages
  • Pre-compiled dependencies: ONNX runtime's cross-platform feature avoids environment compilation and supports macOS M1 natively.
  • Quick Start Program: sequential implementationuv inituv add→ Download the model in three steps to complete the deployment

Implementation of recommendations

For high-frequency language switching scenarios, it is recommended to create a language model catalog structure, for example:/models/en/,/models/ja/The script automatically loads the corresponding paths of the.onnxDocumentation.

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