What does "Autoguidance" mean?
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Autoguidance is a method used in models that generate videos or speech to improve their quality. When these models are trained to adapt to different speakers or styles, sometimes they don't perform as well as when they are fully trained. Autoguidance helps bridge this gap.
How It Works
Instead of needing a whole new model to improve the quality, autoguidance uses a clever way to make changes without extra training. It tweak how the model works to get better results. This is especially useful for models that need to adapt to voices or styles they haven't seen before.
Benefits
The main advantage of autoguidance is that it allows models to perform better without the need for extra resources. This means improved quality in the generated speech or video while keeping the original model compact and efficient. It is particularly helpful when dealing with unusual speech or video styles.