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Voice Clone Prep Pipeline (Deterministic + Reversible)

2026-02-02
voicepipelineffmpegdiarizationdeterministic
Audio
Pre-generated (cached) narration.

This workspace has a voice clone prep pipeline designed around one idea:

If you can’t reproduce it, you can’t trust it.

The goal is to take messy, long-form recordings and turn them into clean speaker_01 clips suitable for voice cloning or consistent narration.

Design constraints

The pipeline (high level)

  1. Segment: diarize + export candidate clips
  2. Auto-prune: score and flag low-quality segments (aggressive mode is reversible)
  3. Concat: produce a single clean WAV
  4. (Optional) Stitch: combine multiple runs into a master training file

Canonical commands

See the Atlas module for the exact commands:

Outputs you should expect

A “good” run produces:

Next: narrated tutorials

The plan is to use the resulting voice clone to generate cached tutorial audio (ElevenLabs), saved under site/public/audio/... and reused across visits.