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How to overcome the speech incoherence problem that occurs when synthesizing long texts?

2025-09-10 2.0 K
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Long Text Speech Coherence Guarantee Program

For long text synthesis, the following methods are recommended to ensure speech quality:

  • Text Preprocessing Strategies::
    1. Use the split_pattern parameter to segment semantically (regular expressions are recommended):
    "`python
    split_pattern=r'n+|[,. ;!?] +'
    “`
    2. 500ms paragraph interval retained (adjustable via silence parameter)
  • Phonemic consistency guarantee::
    - Capturing and comparing ps (phoneme) output across segments in a Python environment
    - Establishment of a phoneme mapping table to harmonize specific pronunciations
  • aftertreatment technology::
    - Audio articulation smoothing with the pydub library
    - Add a uniform ambient background sound to mask seams

For very long texts over 10 minutes, it is recommended to generate them in segments before synthesizing them with professional audio tools.

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