18 Insights from Mass-Producing Voice Models — From Diffusion TTS Voice Design to Training Corpus Creation and Quality Gate Pitfalls

A series of 18 articles summarizing the failures encountered in designing voices from single-line captions, automating training corpus creation, and mass-producing 12 role-specific voices. Organized into four chapters—Design, Manufacturing, Inspection, and Operation—presented in sequential reading order.

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