Generate 480p talking video in ComfyUI

Demo summary
The creator demonstrates loading a static image and audio file into a ComfyUI workflow using the MultiTalk node to generate a 10-second talking animation.
Step-by-step
- Drag and drop the 480p 10-second workflow into ComfyUI
- Load your input image and audio file into the respective nodes
- Set the width and height parameters to match your input image resolution
- Update the positive and negative prompts to describe your specific image and desired performance
- Calculate the required number of frames by multiplying the audio duration in seconds by 25
- Enter the calculated frame count into the workflow
- Click Queue Prompt to start the generation
Options
- Enable VAE tiling or Tiled VAE if you have low VRAM
- Increase 'Number of blocks to swap' up to 40 if you are low on GPU
- Use MediaInfo to get the exact millisecond duration of your audio file
Watch out for
- This specific workflow degrades in quality for videos longer than 10 seconds
- The sampler is locked to four steps and cannot be changed
- The model is natively made for 81 frames and uses an embedding system to reach 250 frames
- High RAM is required; at least 100 GB of virtual RAM (page file) is recommended if physical RAM is insufficient
Tips
- Start with the provided test.jpeg and test.mp3 to verify the workflow is working
- Use 'nvitop' in the command line to monitor GPU watt usage; if usage is low, you may be using shared VRAM instead of dedicated VRAM
- If you get out of memory errors, check the CMD terminal window to confirm VRAM issues
- For videos longer than 10 seconds, use a long context generation workflow instead
Highlights
“once you set frame count, your prompt, your input image and its resolution, actually you are ready. You don't need to change anything else.”
All demos from “MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images”
7:406:12Generate 480p talking video in ComfyUICurrentThe creator demonstrates loading a static image and audio file into a ComfyUI workflow using the MultiTalk node to generate a 10-second talking animation.ComfyUI· AI Animation Generator
13:524:06High-quality 720p long context generationA demonstration of the 720p long context workflow in ComfyUI, showing how to adjust resolution, prompt, and block swap parameters for higher fidelity output.ComfyUI· AI Animation Generator
18:560:49Side-by-side video quality comparisonThe creator uses an 'Ultimate Video Upscaler' tool to perform a side-by-side comparison between the 480p and 720p generated outputs.ComfyUI· AI Video Upscaler
47:445:08Running MultiTalk on RunPodThe creator walks through executing the MultiTalk high-quality workflow on a RunPod instance, monitoring VRAM usage with nvitop while generating the video.ComfyUI· AI Animation Generator- Watch “MultiTalk Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images” →
AI Animation Generator
1:420:59Seed hunting with a multi-stage LTX 2.3 workflowThe creator demonstrates his custom ComfyUI workflow that generates four low-resolution LTX 2.3 samples simultaneously to find a 'golden seed' before upscaling to 1080p.Fox•Fur•Essence Films
16:361:56Setting up HunyuanVideo 1.5 in ComfyUIThe video demonstrates how to update ComfyUI and import the HunyuanVideo 1.5 JSON workflow files to create a node-based generation environment.AI Search
20:151:53Text-to-Video generation in ComfyUIA step-by-step demo of configuring the Hunyuan nodes in ComfyUI, entering a prompt for a 'giant cat', and rendering the final 720p video.AI Search
29:151:33Running HunyuanVideo with GGUF (Low VRAM)The video shows how to use the GGUF loader node to run a compressed version of HunyuanVideo 1.5, enabling video generation on GPUs with as little as 6GB of VRAM.AI Search
0:510:36Configure Infinite Talk and Wan 2.1 models in ComfyUIThe user demonstrates loading the Infinite Talk model alongside the Wan 2.1 I2V 14B model within ComfyUI, including enabling block swap and torch compile for VRAM optimization.Olares
1:551:13Configure sampling and window settings for long video generationThe user walks through the Wan Video Wrapper sampling node, explaining how to set frame window size, motion frame overlap, and start steps for consistent video generation.Olares
0:310:46Generate cinematic video with LTX MSR workflowThe creator demonstrates using the LTX MSR workflow in ComfyUI to generate a video from multiple reference images and a prompt, highlighting the 3D camera movement and character consistency.Apex Artist
0:290:24Load source footage and models in ComfyUIThe user demonstrates importing source video footage and loading the necessary model nodes including WAN Video, VAE, and Clip Vision within the ComfyUI interface.ComfyUI
0:431:12Configure LTX-2.3 MSR LoRA and Prompt Relay in ComfyUIThe creator demonstrates setting up a ComfyUI workflow using the LTX-2.3 model with the MSR LoRA and Prompt Relay nodes to manage video generation on 8GB of VRAM.bigboss97
4:261:28Overview of the TensNodes Consistent Character Workflow in ComfyUIThe creator walks through a four-stage ComfyUI workflow utilizing TensNodes to process reference images and text for stable LTX video generation.SOTAI
3:411:25Configure LTX 2.3 foundational parametersA walkthrough of setting dimensions, frame counts, and loading core models including the LTX 2.3 distill model and audio VAE within a ComfyUI workflow.SOTAI
5:060:37Process visual and audio inputs in ComfyUIThe demo shows how to use the LTX V image-to-video condition node and empty latent audio node to prepare data for the generation engine.SOTAI
ComfyUI