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 ...

5 days ago · OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models. ... ByteDance https://omnihuman-lab.github.io/ Abstract. End-to-end human animation, such as audio-driven talking human generation, has undergone notable advancements in the recent few years. However, existing methods still struggle to scale up as large ...

2 days 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 ...

3 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 ...

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.

4 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 …

2 days ago · That’s exactly what OmniHuman-1, the latest breakthrough from ByteDance, the parent company of TikTok, aims to achieve. This AI framework is designed to generate lifelike human motion and speech from minimal input—just an image and an audio sample—solving a key challenge in AI-driven video creation.

3 days ago · Researchers from TikTok owner ByteDance have demoed a new AI system, OmniHuman-1, that can generate perhaps the most realistic deepfake videos to date. Deepfaking AI is a commodity. There’s no ...

<small > < span > < b > TL;DR </ b >: We propose an end-to-end multimodality-conditioned human video generation framework named OmniHuman, which can generate human videos based on a single human image and motion signals (e.g., audio only, video only, or a combination of audio and video).