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How to realize stable and usable subtitle generation and translation function in the environment without network connection?

2025-09-10 1.7 K

Subtitling solutions for offline environments

For scenarios where the network is limited or where you need to work completely offline, Video Subtitle Master offers a complete localization solution:

  • Local Model Support: Integration of the Ollama native modeling framework to support fully offline speech recognition and translation
    • The required models can be downloaded in advance when the internet is available
    • Supports manual import of model files
  • whisper.cpp integration: Optimized local speech recognition engine, no network connection required
  • Complete offline workflow::
    • Speech Recognition → Subtitle Generation → Local Translation → Subtitle Output
    • No internet connection is required for the entire process
  • Model Management Functions: Allows users to pre-download models of various sizes in a networked environment and select the most appropriate version for their local hardware configuration

Steps: 1) Download the required model through the "Model Manager" when there is a network environment; 2) Import or place the model file into the specified directory; 3) Select the local model as the processing engine in the settings; 4) Switch to the offline mode to work.

Note: It is recommended to select a smaller model in offline mode to ensure processing speed, and to ensure that the local hardware has sufficient memory resources.

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