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genpark-phonetic-homophone-stt-disambiguator-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Phonetic Soundex and acoustic confusion matrix resolver correcting domain-specific STT transcription errors.

README.md

GenPark AI Agent Skill - Phonetic Homophone STT Disambiguator

Acoustic homophone disambiguator and Soundex phonetic corrector restoring domain-specific terminology corrupted during speech-to-text transcription.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[Raw STT Audio Transcript] --> B[Acoustic Alias Regex Pipeline]
    B --> C[Phonetic Soundex Lexicon Matcher]
    C --> D[Technical Entity Boundary Validator]
    D --> E[Clean Disambiguated Prompt -> LLM Execution Kernel]

Features

  • Soundex & Metaphone Mapping: Captures phonetic similarities independent of acoustic spelling artifacts.
  • Domain Lexicon Anchoring: Prevents hallucinated replacements of everyday words while protecting enterprise terms.
  • Zero External Dependencies: 100% Python standard library.

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