Wav2lip huggingface space.
Wav2lip huggingface space ZeroGPU Spaces should mostly be compatible with any PyTorch-based We show for the first time that learning powerful representations from speech audio alone followed by fine-tuning on transcribed speech can outperform the best semi-supervised methods while being conceptually simpler. RVC V2 Huggingface Version . Discover amazing ML apps made by the community new_wav2lip. txt file at the root of the repository to specify Debian dependencies. m@research. py --data_root lrs2_preprocessed/ --checkpoint_dir <folder_to_save_checkpoints> --syncnet_checkpoint_path <path_to_expert_disc_checkpoint> To train with the visual quality discriminator, you should run hq_wav2lip_train. 🚀 Get started with your gradio Space!. mp4", # str (filepath or URL to file) in 'Video or Image' File component "/tmp/audio. like 0. It's an all-in-one solution: just choose a video and a speech file (wav or mp3), and the tools will generate a lip-sync video, faceswap, voice clone, and translate A subreddit for information and discussions related to the I2P (Cousin of R2D2) anonymous peer-to-peer network. priyankad199 / new_wav2lip. Figure 4. 2 下载数据集 huggingface-cli download --repo-type dataset --resume-download wikitext --local-dir wikitext Copy 可以添加 --local-dir-use-symlinks False 参数禁用文件软链接，这样下载路径下所见即所得，详细解释请见上面提到的教程 This notebook is open with private outputs. co by author Introduction to the Hugging Face Hub. The algorithm for achieving high-fidelity lip-syncing with Wav2Lip and Real-ESRGAN can be summarized as follows: The input video and audio are given to Wav2Lip algorithm. We show results on both reconstruction (same audio-video inputs) as well as cross (different audio-video inputs) settings on Voxceleb2 and LRW datasets. Discover amazing ML apps made by the community Upload a video file and audio file to the wav2lip-HD/inputs folder in Colab. co (backed by GPU, returns the whole image) We provide a clean version of GFPGAN, which can run without CUDA extensions. e461fe0 verified 6 months ago. We would like to show you a description here but the site won’t allow us. Can be run on CPU or Nvidia GPU. This is my modified minimum wav2lip version. It's an all-in-one solution: just choose a video and a speech file (wav or mp3), and the tools will generate a lip-sync video, faceswap, voice clone, and translate. py with the provided parameters. Your new space has been created, follow these steps to get started (or read the full documentation) New Space What is Spaces? Image Generation. You choose whether to get a transcription or translation and can optionally i Sep 9, 2024 · 一、wav2lip简介. Then, we’ll choose a License for the space, which defines usage permissions. It’s a central repository where you can find and share all things Hugging Face — models, datasets, demos, you name it. This is adaptation of the blog article Enable 2D Lip Sync Wav2Lip Pipeline with OpenVINO Runtime. ai (may need to sign in, return the whole image) Online demo: Baseten. Compiling models and prepare pipeline We’re on a journey to advance and democratize artificial intelligence through open source and open science. nikkmitra / Wav2lip-ZeroGPU. pth │ ├── wav2lip Linly-Talker/ ├── checkpoints │ ├── hub │ │ └── checkpoints │ │ └── s3fd-619a316812. pth │ ├── mapping_00109-model. Python script is written to extract frames from the video generated by wav2lip. You can add a requirements. Discover amazing ML apps made by the community lip-sync-space-v2 / Wav2Lip / checkpoints / mobilenet. Short description: Provide a brief description of the space. raw Copy download link. At the same time, huggingface. Mar 13, 2025 · Another problem is that latent diffusion models make predictions in the latent space. Lip sync going better: Wav2Lip-GFPGAN 😯😀 Upload an image or video with a face and an audio file. Dec 12, 2024 · (b) Latent space supervision, which requires training a SyncNet in the latent space. This extension operates in several stages to improve the quality of Wav2Lip-generated videos: Generate face swap video: The script first generates the face swap video if image is in "face Swap" field, this operation take times so be patient. Customize size, resolution, and randomness of the generated image. You can disable this in Notebook settings. txt file at the root of the repository to specify Python dependencies . (working for ~ +- 60º head tilt) Discover amazing ML apps made by the community python wav2lip_train. For HD commercial model, please try out Sync Labs - GitHub - Rudrabha/Wav2Lip: This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020. Discover amazing ML apps made by the community A 28× Compressed Wav2Lip for Efficient Talking Face Generation [ICCV'23 Demo] [MLSys'23 Workshop] [NVIDIA GTC'23] - Nota-NetsPresso/nota-wav2lip Discover amazing ML apps made by the community Upload a video and an audio file, or record live audio, to create a lip-synced video. Discover amazing ML apps made Oct 18, 2022 · Wav2Lip better mimics the mouth movement to the utterance sound, and Wav2Lip + GAN creates better visual quality. history blame contribute delete Safe. pth │ ├── wav2lip May 27, 2023 · takes a Wav2Lip [2] style approach, using an expert discriminator that can tell if lips are synchronized or not. ziadMamdouh88 new work space. The illustration is shown in Fig. So that it can run in Windows or on CPU mode. Wav2Lip on Hugging Face is an open-source platform dedicated to advancing and democratizing artificial intelligence [1]. 3. During the install, make sure to include the Python and C++ packages. huggingface. Changelog The previous changelog can be found here. safetensors │ ├── visual_quality_disc. Wav2Lip / Wav2Lip_simplified_v5. Separate audio (green) and video (blue) encoders convert their respective input to a latent space, while a decoder (red) is used to generate the videos. mp4. ipynb. like 1. On the other hand, DI-Net achieves the second-best FID and CSIM scores in the HDTF dataset because it leverages a deformation-based method that preserves high-frequency texture details Feb 9, 2023 · Upload s3fd-619a316812. history Low: Original Wav2Lip quality, fast but not very good. The arguments for both files are similar. Running App Files Files Community Fetching metadata from the HF Docker repository Discover amazing ML apps made by the community Discover amazing ML apps made by the community Dec 30, 2024 · hey @hamel, welcome to the forum! you’re spot on about using data collators to do padding on-the-fly. checkpoints Oct 13, 2024 · We propose MuseTalk, which generates lip-sync targets in a latent space encoded by a Variational Autoencoder, enabling high-fidelity talking face video generation with efficient inference Sep 6, 2024 · The Wav2Lip model is a video-to-video AI model developed by camenduru. We simplify and speed-up the training by using a single multiscale spectrogram adversary that efficiently reduces artifacts and produce high-quality samples. g. history Discover amazing ML apps made by the community Ai模型最新工具Wav2Lip，Wav2Lip 是一个开源项目，旨在通过深度学习技术实现视频中人物的唇形与任意目标语音高度同步。该项目提供了完整的训练代码、推理代码和预训练模型，支持任何身份、声音和语言，包括CGI面孔和合成声音。 [ICLR 2025 Oral] TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio-Motion Embedding and Diffusion Interpolation - CyberAgentAILab/TANGO Apr 6, 2023 · Hi all, I’m trying to get textual-inversion fine-tuning using diffusers running. The trained Wav2Lip model outputs a lip-synced video featuring the avatar speaking out the speech. (b) Latent space supervision, which requires training a SyncNet in the latent space. Users can choose from different settings like pose style and face resolution to customize the output video. It consistently trains my embedding to 7 or 8%, at which point the space just stops compressed-wav2lip. Running App Files Files Community Refreshing. The app combines your face video with the audio to produce a video where the lips match the speech. md. to understand why this helps, consider the following scenarios: use the tokenizer to pad each example in the dataset to the length of the longest example in the dataset use the tokenizer and DataCollatorWithPadding to pad each example in a batch to the length of the longest example in the Discover amazing ML apps made by the community Discover amazing ML apps made by the community Discover amazing ML apps made by the community. fb925b0 almost 2 years ago. There are many docker templates available which you can choose from. Running on Zero. In the extensions tab, enter the following URL in the "Install from URL" field and click "Install": Upload a video and an audio file, or record live audio, to create a lip-synced video. The app will automatically generate a lip-synced video, handling multiple speakers in the audio. Discover amazing ML apps made by the community Create a lip-synced video by providing an image, video, and audio file. It also supports api for free installation. Wav2Lip是一个语音到唇形同步生成模型，能够根据音频生成出唇语同步的视频，具有高度的逼真度和准确性，适用于语音合成和视频编辑应用。 expand collapse lip-sync-space-v2 / Wav2Lip / hparams. Video Generation. The Hugging Face Hub is the beating heart of the platform. Detected Pickle imports (4 It consists in a streaming encoder-decoder architecture with quantized latent space trained in an end-to-end fashion. Aug 23, 2020 · Proposes Wav2Lip: morphs lip movements (talking faces) of arbitrary identities in dynamic settings (audio controlled visemes/visual lip movements from phonemes/audio waveform) by learning a lip-sync discriminator (generated lipsync almost as good as real); blending the generated face in the target video; proposes ReSyncED dataset for benchmarking lip-sync. 0. Create custom images by entering descriptive text. Apr 2, 2024 · MuseTalk: Real-Time High Quality Lip Synchronization with Latent Space Inpainting Yue Zhang *, Minhao Liu *, Zhaokang Chen, Bin Wu †, Yingjie He, Chao Zhan, Wenjiang Zhou (* Equal Contribution, † Corresponding Author, benbinwu@tencent. The visual encoder input of this SyncNet is the latent vectors obtained by the VAE [12, 26] encoding. Restart this Space. Inference may take time because this space does not use GPU :( Wav2Lip Index Settings The Compressed Wav2Lip model, showcased in a Hugging Face Space, provides a lightweight solution for speech-driven talking-face synthesis, featuring a 28× compression ratio [4]. Adjust the settings to fine-tune the output, and get a video where the lips match the audio. Dec 30, 2024 · Space name: Enter a name for the space (e. tar │ ├── SadTalker_V0. We have an HD model ready that can be used commercially. Choose the checkpoint, adjust smoothing and resizing options for best results. Discover amazing ML apps made by the community Spaces. com Sep 22, 2024 · Wav2Lip is an open source model from GitHub that offers a free installation service, and any user can find Wav2Lip on GitHub to install. Frames are provided to Real-ESRGAN algorithm to improve quality. We explored two methods to incorporate SyncNet supervision into latent diffusion models: (a) Decoded pixel space supervision, which trains SyncNet in the same way as Wav2Lip [29]. Convert the model to OpenVINO IR. I2P provides applications and tooling for communicating on a privacy-aware, self-defensed, distributed network. , generated by MuseV , as a complete virtual human solution. wav2vec 2. Why not train Wav2Lip in ultra-high resolution? As Apr 29, 2025 · Just another Wav2Lip HQ local installation, fully running on Torch to ONNX converted models for: face-detection; face-recognition; face-alignment; face-parsing; face-enhancement; wav2lip inference. We found that training SyncNet in the latent space converges worse compared to training it in the pixel space. sangram2921 / Wav2lip-ZeroGPU. 3D Modeling. If needed, you can also add a packages. Sleeping . saifturzo3 Upload folder using huggingface_hub. iiit. Model inputs and outputs We would like to show you a description here but the site won’t allow us. Discover amazing ML apps made by the community We’re on a journey to advance and democratize artificial intelligence through open source and open science. 2 models over 1 year ago. lipsync random videos in the wild. in or prajwal. The number of available voices for dubbing is limited to one, requiring users to carefully choose the tone and style of voiceover. Fetching metadata from the HF Docker repository main lip-sync-space-v2 / Wav2Lip / models / wav2lip. Wav2Lip 是一种通过将音频与视频中的嘴唇动作同步的技术，旨在生成与音频内容高度匹配的口型动画。 其主要应用是让视频中的人物嘴唇动作与配音或其他音频输入精确同步，这在电影配音、虚拟主持人、在线教学、影视后期处理等领域非常有用。 This notebook is open with private outputs. env …env\Scripts ``_2D`` - the detected points ``(x,y)`` are detected in a 2D space and follow the visible contour of the face ``_2halfD`` - this points represent the projection of the 3D points into 3D ``_3D`` - detect the points ``(x,y,z)``` in a 3D space """ _2D = 1 _2halfD = 2 _3D = 3: class NetworkSize (Enum): # TINY = 1 # SMALL = 2 # MEDIUM = 3: LARGE = 4 A 28× Compressed Wav2Lip for Efficient Talking Face Generation [ICCV'23 Demo] [MLSys'23 Workshop] [NVIDIA GTC'23] - Nota-NetsPresso/nota-wav2lip Discover amazing ML apps made by the community Launch Automatic1111; Face Swap : On Windows, download and install Visual Studio. pth. , MIT or Apache-2. Medium: Better quality by apply post processing on the mouth, slower. 6 environment and call inferency. Then click on the Create Space button. No torch required. history We’re on a journey to advance and democratize artificial intelligence through open source and open science. co is an AI model on huggingface. Jun 5, 2024 · But, now we have a technique called Wav2Lip used for lip-syncing. I'll start with a blank docker template. 6 for wav2lip and one with 3. py / Wav2Lip / models / wav2lip. Upload a video or image and audio file to generate a lip-synced video. f1bc86b 6 days ago. Dependencies. Once finished run the code block labeled Boost the Resolution to increase the quality of the face. ac. Linly-Talker/ ├── checkpoints │ ├── hub │ │ └── checkpoints │ │ └── s3fd-619a316812. Wav2lip Checkpoint: Choose beetwen 2 wav2lip model: Wav2lip: Original Wav2Lip model, fast but not very good. App Files Files Community Refreshing. In this notebook, we introduce how to enable and optimize Wav2Lippipeline with OpenVINO. gitattributes Discover amazing ML apps made by the community saifturzo3 / Wav2Lip. Our model handles the most challenging cases in this space. May 12, 2024 · IC-Light还提供了在线Demo和多种部署方式，包括Hugging Face Space平台体验、ComfyUI插件和Google Colab部署，方便用户根据自己的需求选择最合适的使用方式。 总结： IC-Light 一键整合包真是个神器！它用AI技术让图像打光这件事变得超简单。 We’re on a journey to advance and democratize artificial intelligence through open source and open science. Oct 28, 2024 · Upon inference, we feed the Wav2Lip model with the audio speech from the preceding TTS block, along with the video frames that contain the avatar figure. history May 26, 2024 · I’m following the suggested steps: git lfs install git clone Enhance This HiDiffusion SDXL - a Hugging Face Space by radames python -m venv . like 34. High: Better quality by apply post processing and upscale the mouth quality, slower. bfcd926 over 1 year ago. co supports a free trial of the Wav2Lip model, and also provides paid use of the Wav2Lip. nota-ai We’re on a journey to advance and democratize artificial intelligence through open source and open science. MuseTalk can be applied with input videos, e. However, the developers have provided the option to use lip-sync technology via wav2lip, which allows for a higher degree of lip movement synchronization with the dubbed speech. Wav2Lip: Accurately Lip-syncing Videos In The Wild For commercial requests, please contact us at radrabha. Change the file names in the block of code labeled Synchronize Video and Speech and run the code block. We’re on a journey to advance and democratize artificial intelligence through open source and open science. In both cases, you can resume training as well. lip-sync-space-v2 / Wav2Lip / face_detection. Apr 28, 2025 · User profile of Jayanth Kondapalli on Hugging Face. Discover amazing ML apps made by the community lip-sync-space-v2 / Wav2Lip / models / conv. 0 masks the speech input in the latent space and solves a contrastive task defined over a quantization of the latent Apr 6, 2023 · Hi all, I’m trying to get textual-inversion fine-tuning using diffusers running. Running App Files Files Community 1 Discover amazing ML apps made by the community Spaces. new work space 6 days ago; Wav2Lip: Accurately Lip-syncing Videos In The Wild For commercial requests, please contact us at radrabha. lip-sync-space-v2 / Wav2Lip / checkpoints / README. download Copy download link. 0) based on our project’s needs. co that provides Wav2Lip's model effect (), which can be used instantly with this camenduru Wav2Lip model. Discover amazing ML apps made by the community (a) Video Source (b) Wav2Lip (c) PC-AVS (d) Diff2Lip (ours) Please find more results on our website. Duplicated from jerryyan21/wav2lip_demo_test May 22, 2024 · Recent GIF of Huggingface. f1bc86b 9 days ago. Jan 18, 2024 · add models for wav2lip_studio. Inference is quite fast running on CPU using the converted wav2lip onnx models and antelope face detection. Sep 22, 2024 · Wav2Lip huggingface. k@research. com) github huggingface Project(comming soon) Technical report (comming soon) Discover amazing ML apps made by the community Create a lip-synced video by providing an image, video, and audio file. Similar models include SUPIR, stable-video-diffusion-img2vid-fp16, streaming-t2v, vcclient000, and metavoice, which also focus on video generation and manipulation tasks. py Jan 2, 2025 · Thank you for the update. Detected Pickle imports (4) 🔉👄 Wav2Lip STUDIO Standalone demo/demo1. Several new modes (Still, reference, and resize modes) are now available! We're happy to see more community demos on bilibili, YouTube and X (#sadtalker). . I've made some modifications such as: New face-detection and face-alignment code. Gradio Lipsync Wav2lip. Language Translation. pickle. Wav2Lip [2] approach to generate accurate lip-sync Weights: Wav2Lip, Wav2Lip + GAN, Expert Discriminator, Visual Quality Discriminator. Overview of our approach Top: Diff2Lip uses an audio-conditioned diffusion model to generate lip-synchronized videos. preview code | raw Copy download link. Wav2Lip Studio Standalone Version, available in a repository, offers an all-in-one solution for lip-syncing tasks, allowing users to select a video and a speech Apr 2, 2024 · github huggingface space Technical report We introduce MuseTalk , a real-time high quality lip-syncing model (30fps+ on an NVIDIA Tesla V100). One with 3. mp3", # str (filepath or URL to file) in 'Audio' File wav2lip. 2_256. Running Dec 11, 2023 · A Huggingface account; Steps Step 1: Create a new Docker Space 🐳 Next, you can choose any name you prefer for your project, select a license, and use Docker as the software development kit (SDK). , test_space). You can disable this in Notebook settings Oct 16, 2024 · Even with the DI-Net reproduction, directly training a high-resolution Wav2Lip (Wav2Lip-192) did not improve clarity, showing worse results than Wav2Lip-96. Duplicated from pragnakalp/Wav2lip-ZeroGPU. While Wav2Lip works on 96 by 96-pixel images, this paper looks to extend the method to 768 by 768 pixels, a huge 64 times increase in the number of pixels! A natural question to ask would be how easy is it to just increase the size Weights: Wav2Lip, Wav2Lip + GAN, Expert Discriminator, Visual Quality Discriminator almost 2 years ago; wav2lip_gan. Here, we’ll use test_description to summarize its purpose. Discover amazing ML apps made by the community model handles the most challenging cases in this space. huggingface-cli download --resume-download gpt2 --local-dir gpt2 Copy 3. 2 models over 1 year ago; vocal_remover. co provides the effect of Wav2Lip install, users can directly use Wav2Lip installed effect in huggingface. we only morph lip movements to be in sync with a target speech without altering expressions or head motion, thus we exclude these works in our comparison. Upload a still image and audio file to create a talking face animation. Wav2Lip [16] × Ours Table 1: Comparison of different lip-sync models. This Space is sleeping due to inactivity. Online demo: Huggingface (return only the cropped face) Online demo: Replicate. This uses your audio as input with a target video and you will get your lip-synced video in a few minutes. Here is Wav2Lip pipeline overview: wav2lip_pipeline # Table of contents: Prerequisites. App Files Files Community . Powered by cutting-edge deep learning techniques, Wav2Lip accurately lip-syncs videos to any target speech in real-time, seamlessly aligning audio with visual content. Safe. We can select from options (e. File component as input in space, then used the below demo gradio_client code to request space as API from gradio_client import Client client = Client('space name', hf_token='',serialize=False) result = client. Discover amazing ML apps made by the community. like 0 Nov 11, 2023 · I defined two gr. Text Generation. I’m just happy to know that I didn’t break anything lol This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020. Extensive studies show that our method outperforms popular methods like Wav2Lip and PC-AVS in Fréchet inception distance (FID) metric. 2. co for debugging and trial. Photo by the author. pth │ ├── lipsync_expert. Outputs will not be saved. 💡 Description This repository contains a Wav2Lip Studio Standalone Version. It consistently trains my embedding to 7 or 8%, at which point the space just stops Wav2Lip revolutionizes the realm of audio-visual synchronization with its groundbreaking real-time audio to video conversion capability. Generate a Wav2lip video: Then script generates a low-quality Wav2Lip video using the input video and audio. Wav2Lip是开源的唇形同步工具，支持用户将音频文件转换成与口型同步的视频，广泛应用于视频编辑和游戏开发等领域。Wav2Lip不仅能够实现实时口型生成，还支持多种语言，适用于不同场景下的需求。 Whisper JAX lets you transcribe or translate audio directly from your microphone, an uploaded file, or a YouTube video. in . Why not train Wav2Lip in ultra-high resolution? As Wav2Lip [16] is the current state-of-the-art in lip synchro- Discover amazing ML apps made by the community Discover amazing ML apps made by the community Wav2lip Studio 0. JayKondapalli about 3 hours ago 1. Wav2lip Studio 0. py. com) github huggingface Project(comming soon) Technical report (comming soon) Discover amazing ML apps made by the community. 8 for gradio, then had the gradio call a cmd script with input parameters selected from the Web UI and the cmd script change to the wav2lip 3. 2 contributors; History: 1 commit. Speech Synthesis. tar │ ├── mapping_00229-model. 173e74e verified over 1 year ago. Apr 27, 2023 · The architecture diagram of Wav2Lip. pth │ ├── wav2lip 🔉👄 Wav2Lip STUDIO Standalone demo/demo1. It offers various spaces like Gradio Lipsync Wav2lip, Compressed Wav2Lip, and Wav2Lip Studio, each serving different purposes [2] [4] [5]. To further understand what it means, check out the example below captured in the same time stamp. This is achieved by making Spaces efficiently hold and release GPUs as needed (as opposed to a classical GPU Space that holds exactly one GPU at any point in time) ZeroGPU uses Nvidia H200 GPU devices under the hood (70GB of vRAM are available for each workload) Compatibility. predict( "/tmp/video. See full list on github. py instead. qosl ebpsgu qvsrxd knfxaz xmufgd roytaeji rwtrz vleiuw bdd nvwux