ComfyUI > Nodes > ComfyUI > WanSoundImageToVideo

ComfyUI Node: WanSoundImageToVideo

Class Name

WanSoundImageToVideo

Category
conditioning/video_models
Author
ComfyAnonymous (Account age: 763days)
Extension
ComfyUI
Latest Updated
2026-05-13
Github Stars
112.77K

How to Install ComfyUI

Install this extension via the ComfyUI Manager by searching for ComfyUI
  • 1. Click the Manager button in the main menu
  • 2. Select Custom Nodes Manager button
  • 3. Enter ComfyUI in the search bar
After installation, click the Restart button to restart ComfyUI. Then, manually refresh your browser to clear the cache and access the updated list of nodes.

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WanSoundImageToVideo Description

Transform audio and images into synchronized videos using AI for creative visual content generation.

WanSoundImageToVideo:

The WanSoundImageToVideo node is designed to transform audio and image data into a video format, leveraging the capabilities of AI to create dynamic visual content. This node is particularly useful for artists and creators who wish to integrate sound with visual elements, producing videos that are synchronized with audio inputs. By utilizing advanced algorithms, the node processes audio data to influence the visual output, allowing for creative and unique video generation. This functionality is beneficial for projects that require a seamless blend of sound and imagery, such as music videos, animated stories, or interactive media presentations. The node's primary goal is to provide a tool that simplifies the complex process of audio-visual synchronization, making it accessible to users without requiring deep technical expertise.

WanSoundImageToVideo Input Parameters:

positive

This parameter represents the positive input data that influences the video generation process. It typically includes elements that should be emphasized or highlighted in the final video output. The positive input can significantly impact the visual style and thematic elements of the video, ensuring that the desired features are prominently displayed.

negative

The negative parameter is used to specify elements that should be minimized or avoided in the video output. By providing negative input data, you can guide the node to suppress certain features or styles, allowing for more control over the final visual result. This parameter helps in refining the video content to better match the intended artistic vision.

vae

The vae parameter refers to the Variational Autoencoder model used in the video generation process. This model plays a crucial role in encoding and decoding the input data, ensuring that the video output maintains high quality and coherence. The VAE helps in managing the complexity of the data transformation, contributing to the overall effectiveness of the node.

length

This parameter determines the duration of the generated video. By specifying the length, you can control how long the video will play, which is essential for aligning with the audio input and ensuring that the visual content matches the intended timing. The length parameter is crucial for creating videos that are well-paced and synchronized with the accompanying sound.

video_latent

The video_latent parameter contains the latent representations of the video data, which are used as a foundation for generating the final video output. This parameter is essential for maintaining the structural integrity of the video, as it provides the underlying framework upon which the visual elements are built. The latent data ensures that the video is coherent and visually appealing.

ref_image

The reference image parameter allows you to provide an image that serves as a visual guide for the video generation process. This image can influence the style, color palette, and overall aesthetic of the video, ensuring that the output aligns with specific artistic preferences or themes. The reference image is optional but can be a powerful tool for achieving a desired visual effect.

audio_encoder_output

This parameter represents the encoded audio data that is used to influence the video generation process. By providing audio encoder output, you can ensure that the video is synchronized with the sound, creating a cohesive and immersive experience. The audio data plays a critical role in shaping the visual dynamics of the video, allowing for creative and engaging content.

control_video

The control video parameter allows you to input a video that serves as a reference for the motion and pacing of the generated video. This input can guide the node in replicating specific movement patterns or timing, ensuring that the final video matches the desired style and rhythm. The control video is an optional parameter but can enhance the precision and quality of the video output.

WanSoundImageToVideo Output Parameters:

positive

The positive output parameter reflects the enhanced features and elements that were emphasized during the video generation process. This output provides insight into how the positive input data influenced the final video, showcasing the highlighted aspects that contribute to the overall visual appeal.

negative

The negative output parameter indicates the elements that were minimized or suppressed in the video output. This output helps in understanding how the negative input data affected the video, ensuring that undesired features were effectively reduced or eliminated, resulting in a cleaner and more focused visual presentation.

out_latent

The out_latent parameter contains the final latent representations of the video data, which are crucial for understanding the structural and compositional aspects of the generated video. This output provides a detailed view of the underlying framework that supports the visual content, offering insights into the complexity and coherence of the video.

WanSoundImageToVideo Usage Tips:

  • Experiment with different combinations of positive and negative inputs to achieve a balanced and visually appealing video output.
  • Utilize the reference image parameter to guide the aesthetic style of the video, ensuring that it aligns with your artistic vision.
  • Adjust the length parameter to match the duration of your audio input, ensuring that the video is well-synchronized with the sound.
  • Consider using a control video to replicate specific motion patterns or pacing, enhancing the precision and quality of the final output.

WanSoundImageToVideo Common Errors and Solutions:

Error: "Invalid audio encoder output"

  • Explanation: This error occurs when the audio encoder output is not properly formatted or is incompatible with the node's requirements.
  • Solution: Ensure that the audio encoder output is correctly encoded and matches the expected format. Verify the compatibility of the audio data with the node's specifications.

Error: "Reference image not found"

  • Explanation: This error indicates that the specified reference image could not be located or accessed by the node.
  • Solution: Check the file path and ensure that the reference image is available and accessible. Verify that the image format is supported by the node.

Error: "Video latent data missing"

  • Explanation: This error occurs when the video latent data is not provided or is incomplete, preventing the node from generating the video output.
  • Solution: Ensure that the video latent data is correctly supplied and contains all necessary information. Verify the integrity and completeness of the latent data.

WanSoundImageToVideo Related Nodes

Go back to the extension to check out more related nodes.
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WanSoundImageToVideo