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How to optimize the content quality of auto-generated videos?

2025-08-21 171
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Five Critical Control Points for Quality Improvement

The following optimization strategies are recommended for common quality problems in AI-generated videos:

  • Material Screening::

    Modify the pexels_search_params parameter in config.py to add professional filter words such as "4K" and "steady shot" to improve the quality of the material. It is recommended to preset material style templates for different themes.

  • speech enhancement::
    • ElevenLabs users need to adjust the stability parameter to the 0.7-0.8 range.
    • Important content nodes insert 0.3 second mute intervals to enhance the sense of rhythm
  • Subtitle Optimization::

    Edit the generated_subtitles stylesheet to suggest: font size 4%, edge stroke 2px, light shadow for mobile viewing.

  • Transition control::

    Enable the "Smart Cutscope" function in the video engine settings and set the maximum duration of a single shot to be no more than 5 seconds.

  • manual review::

    Establishment of a three-tier review mechanism: 1) automated checking (video length/mute segments) 2) AI content review (compliance) 3) manual sampling (key indicators).

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