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license: apache-2.0
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---
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---
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license: apache-2.0
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base_model:
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- ByteDance/Bernini-R
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tags:
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- text-to-video
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- image-to-video
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- video-to-video
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- image-to-image
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- audio-to-video
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- wan-s2v
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- bernini-r-s2v
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---
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# Bernini-R-S2V
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<video controls width="100%" height="480">
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<source src="https://huggingface.co/rzgar/Bernini-R-S2V/resolve/main/video/ComfyUI__00002-audio.mp4" type="video/mp4">
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Your browser does not support the video tag.
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</video>
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*Speech-driven video on Bernini-R , T2V, I2V, and V2V with lip-sync.*
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This model adds single-speaker audio support to Bernini-R, so you can drive video with speech in text-to-video, image-to-video, and video-to-video setups.
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It is not state-of-the-art audio-to-video, but it removes the need for post-processing or extra models just to add speech to Wan videos.
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For basic talking-head work, or longer videos built from short sequences, it is a handy all-in-one option on top of Bernini's motion and editing strengths.
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| File | Role |
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|---|---|
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| '[wan2.2_bernini_r_high_noise_int8_convrot_s2v.safetensors](https://huggingface.co/rzgar/Bernini-R-S2V/resolve/main/Bernini-R-S2V-int8-convrot/wan2.2_bernini_r_high_noise_int8_convrot_s2v.safetensors)' | High noise |
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| '[wan2.2_bernini_r_low_noise_int8_convrot_s2v.safetensors](https://huggingface.co/rzgar/Bernini-R-S2V/resolve/main/Bernini-R-S2V-int8-convrot/wan2.2_bernini_r_low_noise_int8_convrot_s2v.safetensors)' | Low noise |
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ComfyUI detects these as **`WAN22_S2V`** / 'WanModel_S2V' (audio keys trigger S2V model type).
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## Usage
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1. Download the checkpoints.
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2. Place in:
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```
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ComfyUI/models/diffusion_models/
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```
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3. Add [wav2vec2](https://huggingface.co/rzgar/Bernini-R-S2V/resolve/main/audio_encoders/wav2vec2_large_english_fp16.safetensors) to:
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```
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ComfyUI/models/audio_encoders/
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```
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4. Install **[ComfyUI-WanBerniniS2V](https://huggingface.co/rzgar/Bernini-R-S2V/tree/main/ComfyUI-WanBerniniS2V)** custom node:
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```
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(Create a folder in 'ComfyUI/custom_nodes/' named 'ComfyUI-WanBerniniS2V', then save the Python files in that folder.)
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```
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5. Restart ComfyUI.
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6. Search for the Bernini S2V Conditioning node or use the example [workfllow](https://huggingface.co/rzgar/Bernini-R-S2V/blob/main/Workflow/Bernini-R-S2V_Workflow.json)
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## Audio tips
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| Setting | Recommendation |
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|---|---|
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| **Channels** | **Mono**, wav2vec2 downmixes stereo internally |
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| **Sample rate** | 44.1 khz or 48 khz (resampled to 16 kHz) |
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| **Content** | Clear speech, less background music = better sync |
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| **Length** | in my testing, max 9 to 15 seconds |
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