community/wan-2-2/animate/video-to-video

Introduction of Wan 2.2 Animate

Wan 2.2 Animate lets you swap any speaker in a video with your chosen character while matching motion, facial expressions, and mouth shapes to the original audio. Powered by the Wan 2.2 Animate 14B generator, it delivers consistent character replacement ideal for interviews, reels, VTubing, and dubbed clips where expressive synchronization matters.

Wan 2.2 Animate brings motion‑accurate, lip‑synchronous character swaps to your videos. It is tailored for creators, editors, and researchers who need fast, repeatable results that preserve a subject’s energy and timing while rendering a new look. The output retains fluid motion and original speech alignment.

Key Models for Wan 2.2 Animate

Wan 2.2 Animate 14B (FP8 scaled)

This is the core generator that synthesizes retargeted characters across frames using pose, face, and contextual features. It ensures smooth temporal coherence while maintaining accurate identity and lip‑sync. The model delivers realistic motion and is available from its [Model hub ](https: //huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/Wan22Animate).

How to Use Wan 2.2 Animate

Inputs Required

You begin by providing a Video input, which acts as your source material, capturing the original motion and audio that guide the animation. A clean Image reference builds the target identity to replace the source subject. A Prompt can be added to gently describe mood or styling cues for creative direction.

Optional Inputs and Controls

Adjust Resolution ‑ Width (px) and Resolution ‑ Height (px) to fit your GPU capacity or artistic preference while balancing image clarity.

Outputs

Once processed, you receive a new video sequence that fuses your chosen character with the source motion and speech. The timing and voice remain aligned with the original audio, maintaining consistent expressions and lip movements. Width and height values determine the spatial resolution of the final render.

Best Practices

Use a sharp, forward‑facing reference Image with lighting close to that in your Video to ensure consistent shading and color harmony. Keep your Resolution parameters proportionate to the source for natural framing. Adjust Guidance Scale and Steps carefully for smoother or crisper motion patterns that match your target look.