475_VSDLM

475_VSDLM/LICENSE

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+MIT License
+
+Copyright (c) 2025 Katsuya Hyodo
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

475_VSDLM/README.md

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+# 475_VSDLM
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.17494543.svg)](https://doi.org/10.5281/zenodo.17494543) ![GitHub License](https://img.shields.io/github/license/pinto0309/vsdlm) [![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/PINTO0309/vsdlm)
+
+Visual-only speech detection driven by lip movements.
+
+There are countless situations where you can't hear the audio, and it's really frustrating.
+
+https://github.com/user-attachments/assets/e204662f-dd54-4c19-8d9f-5a1fd8f4fab8
+
+https://github.com/user-attachments/assets/9d68a0f0-b769-473d-8eeb-43ac7447c499
+
+|Variant|Size|F1|CPU<br>inference<br>latency|ONNX|
+|:-:|:-:|:-:|:-:|:-:|
+|P|112 KB|0.9502|0.18 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_p.onnx)|
+|N|176 KB|0.9586|0.31 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_n.onnx)|
+|S|494 KB|0.9696|0.50 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_s.onnx)|
+|C|875 KB|0.9777|0.60 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_c.onnx)|
+|M|1.7 MB|0.9801|0.70 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_m.onnx)|
+|L|6.4 MB|0.9891|0.91 ms|[Download](https://github.com/PINTO0309/VSDLM/releases/download/onnx/vsdlm_l.onnx)|
+
+## Setup
+
+```bash
+git clone https://github.com/PINTO0309/VSDLM.git && cd VSDLM
+curl -LsSf https://astral.sh/uv/install.sh | sh
+uv sync
+source .venv/bin/activate
+```
+
+## Inference
+
+```bash
+uv run demo_vsdlm.py \
+-v 0 \
+-m deimv2_dinov3_s_wholebody34_1750query_n_batch_640x640.onnx \
+-vm vsdlm_l.onnx \
+-ep cuda
+
+uv run demo_vsdlm.py \
+-v 0 \
+-m deimv2_dinov3_s_wholebody34_1750query_n_batch_640x640.onnx \
+-vm vsdlm_l.onnx \
+-ep tensorrt
+```
+
+## Arch
+
+<img width="300" alt="vsdlm_p" src="https://github.com/user-attachments/assets/1616215b-99f0-4c28-a1fa-b3dc647adf11" />
+
+## Citation
+
+If you find this project useful, please consider citing:
+
+```bibtex
+@software{hyodo2025vsdlm,
+  author    = {Katsuya Hyodo},
+  title     = {PINTO0309/VSDLM},
+  month     = {10},
+  year      = {2025},
+  publisher = {Zenodo},
+  doi       = {10.5281/zenodo.17494543},
+  url       = {https://github.com/PINTO0309/vsdlm},
+  abstract  = {Visual only speech detection by lip movement.},
+}
+```
+
+## Acknowledgements
+
+1. https://zenodo.org/records/3625687 - CC BY 4.0 License
+2. https://spandh.dcs.shef.ac.uk/avlombard - CC BY 4.0 License
+3. https://github.com/hhj1897/face_alignment - MIT License
+4. https://github.com/hhj1897/face_detection - MIT License
+5. https://github.com/PINTO0309/Face_Mask_Augmentation - MIT License
+6. https://github.com/PINTO0309/PINTO_model_zoo/tree/main/472_DEIMv2-Wholebody34 - Apache 2.0
+7. https://github.com/PINTO0309/VSDLM - MIT License