Wav2Lip Repository is part of the paper: A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild published at ACM Multimedia 2020.
| 🧾 Official Paper | 📑 Project Page | 🔑 Original Repo | 💡 Colab link |
|---|---|---|---|
| Official Paper | Page | Repo | Updated Code/Notebook |
Import the pretrained weights from here. Make sure you added this folder to your drive before executing code.
Note: This project/paper is whole and sole referenced from Rudrabha.
💡 I have made training notebook DeepFake_Wav2Lip.ipynb private to avoid misuse, contact me @[email protected] for complete directory ✌
🔑 If you're looking any Btech/Mtech/Academic projects? Ping me, I have a bunch
This approach generates accurate lip-sync by learning from an already well-trained lip-sync expert. Unlike previous works that employ only a reconstruction loss or train a discriminator in a GAN setup, we use a pre-trained discriminator that is already quite accurate at detecting lip-sync errors. We show that fine-tuning it on the noisy generated faces reduces the discriminator's capacity to measure lip-sync, impacting the generated lip forms as well.
- We need a base video which needs to be lip synched.
- An audio file of any language to mimic.
- That's all you need to lip sync.
- Lip-sync videos to any target speech with high accuracy 💯
- The audio source can be any file supported by
FFMPEGcontaining audio data:*.wav,*.mp3or even a video file, from which the code will automatically extract the audio.
- Deepfake is not for creating inappropriate content.
- Deepfake is not for changing faces without consent or with the intent of hiding its use.
- Deepfake is not for any illicit, unethical, or questionable purposes.
- Deepfake exists to experiment and discover AI techniques, for social or political commentary, for movies, and for any number of ethical and reasonable uses.
All results from this open-source code or our demo website should only be used for research/academic/personal purposes only. As the models are trained on the LRS2 dataset, any form of commercial use is strictly prohibited. Please contact us for all further queries.