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license: mit
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---
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license: mit
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language:
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- en
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- zh
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base_model:
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- Wan-AI/Wan2.2-S2V-14B
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pipeline_tag: any-to-any
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---
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# RealVideo
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RealVideo is a WebSocket-based video calling system that supports text input. It leverages **GLM-4.5-AirX** and
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**GLM-TTS** models to generate audio responses and utilizes autoregressive diffusion to generate corresponding video frames. The
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system features a modular design with full functionality and a clean code structure.
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Visit [blog](https://z.ai/blog/realvideo) here!
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## Features
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- **Text Input**: Supports text message input.
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- **AI Voice Response**: Integrates GLM-4.5-AirX and GLM-TTS models to generate voice responses.
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- **Lip Sync**: Generates real-time conversational video based on any input image and audio.
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- **Real-time Communication**: WebSocket-based real-time bidirectional communication.
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## Quick Start
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you can check in our [GitHub](https://github.com/zai-org/RealVideo).
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## Technical Highlights
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- **Model Integration**: Allows for convenient and quick voice cloning, taking text input to generate audio output.
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- **Modular Design**: Clear code structure, easy to maintain and extend.
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- **Real-time Performance**: Optimized audio processing and real-time video generation algorithms.
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## Acknowledgements
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This project utilizes the following open-source libraries:
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- [self forcing](https://github.com/guandeh17/Self-Forcing)
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