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Add Audio ML Pipeline Architecture specification and scaffolding#2

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docs-architecture-audio-ml-pipeline-spec
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Add Audio ML Pipeline Architecture specification and scaffolding#2
cto-new[bot] wants to merge 1 commit intomainfrom
docs-architecture-audio-ml-pipeline-spec

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@cto-new cto-new bot commented Dec 10, 2025

Summary

Introduce a comprehensive Audio ML Pipeline Architecture document outlining music/speech separation, multilingual ASR, neural machine translation, speaker embedding/voice cloning, and TTS with music reintegration. Includes initial scaffolding for docs structure and OS options.

Details

  • Added docs/architecture/audio-ml-pipeline.md with model candidates, preprocessing, training/inference requirements, latency budgets, inter-module connections, and scaling strategy.
  • Created initial docs/architecture scaffold and a .gitignore for Python/ML project hygiene.
  • Included OSS options, data requirements, and per-component inference scaling guidance to satisfy acceptance criteria.

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…and scaffolding

Add a comprehensive Audio ML Pipeline Architecture document detailing music/speech separation, multilingual ASR, NMT, speaker embedding, voice cloning, and TTS with music reintegration. Also scaffold docs/architecture directory and include a .gitignore. The doc collects concrete OSS options, data requirements, and inference scaling per component to support acceptance criteria.
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