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ByteDance's technical team has unveiled a groundbreaking seamless video subtitle removal solution. Leveraging the DiT large model and advanced font-level segmentation technology, this solution paves the way for the international dissemination of content, particularly short dramas. By surpassing the constraints of conventional methods, it achieves pixel-perfect restoration, enabling the removal of subtitles across multiple frames, within specified time periods, and during multi-language transitions. When integrated with translation and lip-sync capabilities, it creates a seamless, end-to-end workflow, drastically boosting video processing efficiency. This innovative solution offers effective strategies for sectors including short drama exports and cross-border e-commerce.
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