How to Keep an AI Voice Consistent Across Every Video Clip
The first time I heard it, I almost didn’t catch it. Same character, same scene, four clips apart, and her voice had gotten a half-step brighter and about ten percent faster, like she’d swapped actresses between takes and nobody told the sound department. The fix for an AI voice that drifts between clips is to stop generating a new voice per clip and instead lock one reference source, one stability setting, and one saved configuration, then reuse that exact setup for every line the character speaks. Nothing else on my Lost Garden pipeline broke this often, and nothing else was this cheap to fix once I understood why it was happening.
This isn’t a Lost Garden problem. It’s an AI video problem. Every clip you generate is a fresh, memoryless draw from a model that has no idea what happened in the clip before it, and that’s true for the...
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