This PR adds a comprehensive model card for the TD3Net repository. It includes:
- A link to the paper: [TD3Net: A Temporal Densely Connected Multi-Dilated Convolutional Network for Lipreading](https://huggingface.co/papers/2506.16073)
- A link to the GitHub repository for the official implementation.
- Relevant metadata, including the `pipeline_tag` for automatic speech recognition, `library_name` (PyTorch), and `license`.
- A summary of the paper's abstract and key results from the README.
This will help researchers discover and utilize the TD3Net model.
Upload td3net_base/ckpt.best.pth.tar with huggingface_hub
