Jan 29, 2025 · Bytedance * Equal contribution, ... {OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models}, author={Gaojie Lin and Jianwen Jiang and Jiaqi Yang and Zerong Zheng and Chao Liang}, journal={arXiv preprint arXiv:2502.01061}, year={2025} } @article{jiang2024loopy, title={Loopy: Taming Audio-Driven Portrait Avatar ...

1 day ago · ByteDance’s OmniHuman-1 is a groundbreaking AI model that can transform a single image into a realistic video of a person speaking or performing, synchronized perfectly with a given audio track. You can feed the model one photo and an audio clip (like a speech or song), and OmniHuman-1 will generate a video where the person in the photo moves ...

2 days ago · ByteDance’s OmniHuman-1 represents a substantial technical advancement in the field of AI-driven human animation. The model uses a Diffusion Transformer architecture and an omni-conditions training strategy to fuse audio, video, and pose information. It generates full-body videos from a single reference image and various motion inputs ...

2 days ago · ByteDance, the parent company of TikTok, has introduced OmniHuman-1, an AI model capable of transforming a single image and an audio clip into stunningly lifelike human videos. The level of realism is so precise that distinguishing its output from actual footage is becoming increasingly difficult. OmniHuman-1 can generate fluid, …

4 days ago · View a PDF of the paper titled OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models, by Gaojie Lin and 4 other authors. View PDF HTML (experimental) Abstract: End-to-end human animation, such as audio-driven talking human generation, has undergone notable advancements in the recent few years. However, existing ...

1 day ago · OmniHuman-1 by Bytedance can create highly realistic human videos using only a single image and an audio track." ByteDance said its new model, trained on roughly 19,000 hours' worth of human ...

1 day ago · The researchers also suggest that OmniHuman-1 currently outperforms similar systems across multiple benchmarks. OmniHuman-1 isn’t the first image-to-video generator, but ByteDance’s new tool may have some advantage over its competitor since it is likely trained on videos from TikTok.

3 days ago · Conclusion. OmniHuman-1 represents a significant step forward in AI-driven human animation. By integrating omni-conditions training and leveraging a DiT-based architecture, ByteDance has developed a model that effectively bridges the gap between static image input and dynamic, lifelike video generation.Its capacity to animate human figures from a single image using audio, video, or both makes ...

OmniHuman significantly outperforms existing methods, generating extremely realistic human videos based on weak signal inputs, especially audio. It supports image inputs of any aspect ratio, whether they are portraits, half-body, or full-body images, delivering more lifelike and high-quality results across various scenarios. </ span > </ small >

2 days ago · How OmniHuman uses 18,700 hours of training data to create realistic motion “End-to-end human animation has undergone notable advancements in recent years,” the ByteDance researchers wrote in ...