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Can a Twenty-Minute Fine-Tune Stabilize a Cloned Voice?

Can a Twenty-Minute Fine-Tune Stabilize a Cloned Voice?

Episode 6591 Published 11 hours ago
Description
Zero-shot voice cloning gets you ninety percent of the way in ten seconds, then drifts across hundreds of hours. This episode tests a plan to stabilize a synthetic voice by generating twenty minutes of audio, polishing it with NVIDIA's RE-USE enhancement model, and fine-tuning an open TTS model like OmniVoice or VoxCPM2. It covers why curation matters more than bulk, how enhancement can flatten micro-prosody, what the ZeSTA and Interspeech benchmarks show, and how Cal Bryant's Piper pipeline proved the concept. Episode 6591 — myweirdprompts.com/n/6591 (permanent short link: myweirdprompts.com/254488) Listen on Android: MWP FM Player — myweirdprompts.com/apk
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