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Release NVIDIA WakeWord Trainer v21

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MasterPhooey
2026-07-26 18:40:25 -05:00
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WHATS_NEW.md
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- Fixed the v19 container startup failure caused by malformed indentation in the Parakeet ONNX loader.
- Preserved automatic download, resume, and offline reuse of the required Parakeet INT8 model snapshot.
- Revalidated both CUDA and CPU Parakeet provider paths with the complete trainer test suite.
- Improved automatic review accuracy for short wake phrases that STT initially hears as similar-sounding words.
- Added a conservative Faster Whisper confirmation pass that uses the currently configured wake phrase only when the unbiased transcript is already phonetically close.
- Kept unconfirmed close transcripts in the manual review inbox instead of allowing them to become harmful negative training samples.
- Added visible guided-transcript and review-reason details, plus retry support for ambiguous clips through Review Now.