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Sep 12, 2026

ทำคอนเทนต์เสียงไทยด้วย AI, ขั้นตอนจริงตั้งแต่เขียนสคริปต์จนได้ไฟล์เสียง

ทำคอนเทนต์เสียงไทยด้วย AI, ขั้นตอนจริงตั้งแต่เขียนสคริปต์จนได้ไฟล์เสียง โดย Nokka (นก-กา)...

Sep 12, 20261 min read0 reactions0 comments
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Sep 6, 2026

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.

Sep 6, 20265 min read0 reactions0 comments
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Sep 4, 2026

From 'ja' to 'JP': How a Jabbering Model Emerges - A Catalog of Pitfalls in Speech Learning

A simple change in language code case allows Japanese to pass through English G2P, resulting in a model that completes training with empty phonemes and only speaks gibberish. This catalog also covers other pitfalls encountered during speech model training, including curl OOM errors, CUDA asserts in continuous learning, and reference audio length limits.

Sep 4, 20266 min read0 reactions0 comments