{"id":27001884,"url":"https://github.com/theneodev/rvc","last_synced_at":"2025-04-04T04:27:57.805Z","repository":{"id":269305014,"uuid":"907005461","full_name":"TheNeodev/RVC","owner":"TheNeodev","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-22T15:18:22.000Z","size":1300,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-22T16:19:56.652Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/TheNeodev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-22T14:51:15.000Z","updated_at":"2024-12-22T15:18:25.000Z","dependencies_parsed_at":"2024-12-22T16:20:05.286Z","dependency_job_id":"3a467fea-dcf9-4804-90a5-b0e4926332c2","html_url":"https://github.com/TheNeodev/RVC","commit_stats":null,"previous_names":["theneodev/rvc"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheNeodev%2FRVC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheNeodev%2FRVC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheNeodev%2FRVC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheNeodev%2FRVC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TheNeodev","download_url":"https://codeload.github.com/TheNeodev/RVC/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247121582,"owners_count":20887119,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-04-04T04:27:57.311Z","updated_at":"2025-04-04T04:27:57.796Z","avatar_url":"https://github.com/TheNeodev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n\u003ch1\u003eRetrieval-based-Voice-Conversion-WebUI\u003c/h1\u003e\nAn easy-to-use Voice Conversion framework based on VITS.\u003cbr\u003e\u003cbr\u003e\n\n[![madewithlove](https://forthebadge.com/images/badges/built-with-love.svg)](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI)\n  \n\u003cimg src=\"https://counter.seku.su/cmoe?name=rvc\u0026theme=r34\" /\u003e\u003cbr\u003e\n  \n\u003c/div\u003e\n\n------\n[**Changelog**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/blob/main/docs/Changelog_EN.md) | [**FAQ (Frequently Asked Questions)**](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/wiki/FAQ-(Frequently-Asked-Questions)) \n\n[**English**](./README.en.md) | [**中文简体**](../README.md) | [**日本語**](./README.ja.md) | [**한국어**](./README.ko.md) ([**韓國語**](./README.ko.han.md)) | [**Türkçe**](./README.tr.md)\n\n\nCheck our [Demo Video](https://www.bilibili.com/video/BV1pm4y1z7Gm/) here!\n\nRealtime Voice Conversion Software using RVC : [w-okada/voice-changer](https://github.com/w-okada/voice-changer)\n\n\n\u003e The dataset for the pre-training model uses nearly 50 hours of high quality VCTK open source dataset.\n\n\u003e High quality licensed song datasets will be added to training-set one after another for your use, without worrying about copyright infringement.\n\n\u003e Please look forward to the pretrained base model of RVCv3, which has larger parameters, larger data, better results, unchanged inference speed, and requires less training data for training.\n\n## Summary\nThis repository has the following features:\n+ Reduce tone leakage by replacing the source feature to training-set feature using top1 retrieval;\n+ Easy and fast training, even on relatively poor graphics cards;\n+ Training with a small amount of data also obtains relatively good results (\u003e=10min low noise speech recommended);\n+ Supporting model fusion to change timbres (using ckpt processing tab-\u003eckpt merge);\n+ Easy-to-use Webui interface;\n+ Use the UVR5 model to quickly separate vocals and instruments.\n+ Use the most powerful High-pitch Voice Extraction Algorithm [InterSpeech2023-RMVPE](#Credits) to prevent the muted sound problem. Provides the best results (significantly) and is faster, with even lower resource consumption than Crepe_full.\n+ AMD/Intel graphics cards acceleration supported.\n\n## Preparing the environment\nThe following commands need to be executed in the environment of Python version 3.8 or higher.\n\n(Windows/Linux)\nFirst install the main dependencies through pip:\n```bash\n# Install PyTorch-related core dependencies, skip if installed\n# Reference: https://pytorch.org/get-started/locally/\npip install torch torchvision torchaudio\n\n#For Windows + Nvidia Ampere Architecture(RTX30xx), you need to specify the cuda version corresponding to pytorch according to the experience of https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/issues/21\n#pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu117\n```\n\nThen can use poetry to install the other dependencies:\n```bash\n# Install the Poetry dependency management tool, skip if installed\n# Reference: https://python-poetry.org/docs/#installation\ncurl -sSL https://install.python-poetry.org | python3 -\n\n# Install the project dependencies\npoetry install\n```\n\nYou can also use pip to install them:\n```bash\n\nfor Nvidia graphics cards\n  pip install -r requirements.txt\n\nfor AMD/Intel graphics cards：\n  pip install -r requirements-dml.txt\n\n```\n\n------\nMac users can install dependencies via `run.sh`:\n```bash\nsh ./run.sh\n```\n\n## Preparation of other Pre-models\nRVC requires other pre-models to infer and train.\n\nYou need to download them from our [Huggingface space](https://huggingface.co/lj1995/VoiceConversionWebUI/tree/main/).\n\nHere's a list of Pre-models and other files that RVC needs:\n```bash\nhubert_base.pt\n\n./pretrained \n\n./uvr5_weights\n\nIf you want to test the v2 version model (the v2 version model has changed the input from the 256 dimensional feature of 9-layer Hubert+final_proj to the 768 dimensional feature of 12-layer Hubert, and has added 3 period discriminators), you will need to download additional features\n\n./pretrained_v2\n\n#If you are using Windows, you may also need these two files, skip if FFmpeg and FFprobe are installed\nffmpeg.exe\n\nhttps://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/ffmpeg.exe\n\nffprobe.exe\n\nhttps://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/ffprobe.exe\n\nIf you want to use the latest SOTA RMVPE vocal pitch extraction algorithm, you need to download the RMVPE weights and place them in the RVC root directory\n\nhttps://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/rmvpe.pt\n\n    For AMD/Intel graphics cards users you need download:\n\n    https://huggingface.co/lj1995/VoiceConversionWebUI/blob/main/rmvpe.onnx\n\n```\nThen use this command to start Webui:\n```bash\npython web.py\n```\nIf you are using Windows or macOS, you can download and extract `RVC-beta.7z` to use RVC directly by using `go-web.bat` on windows or `sh ./run.sh` on macOS to start Webui.\n\n## Credits\n+ [ContentVec](https://github.com/auspicious3000/contentvec/)\n+ [VITS](https://github.com/jaywalnut310/vits)\n+ [HIFIGAN](https://github.com/jik876/hifi-gan)\n+ [Gradio](https://github.com/gradio-app/gradio)\n+ [FFmpeg](https://github.com/FFmpeg/FFmpeg)\n+ [Ultimate Vocal Remover](https://github.com/Anjok07/ultimatevocalremovergui)\n+ [audio-slicer](https://github.com/openvpi/audio-slicer)\n+ [Vocal pitch extraction:RMVPE](https://github.com/Dream-High/RMVPE)\n  + The pretrained model is trained and tested by [yxlllc](https://github.com/yxlllc/RMVPE) and [RVC-Boss](https://github.com/RVC-Boss).\n  \n## Thanks to all contributors for their efforts\n\u003ca href=\"https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/graphs/contributors\" target=\"_blank\"\u003e\n  \u003cimg src=\"https://contrib.rocks/image?repo=RVC-Project/Retrieval-based-Voice-Conversion-WebUI\" /\u003e\n\u003c/a\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheneodev%2Frvc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheneodev%2Frvc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheneodev%2Frvc/lists"}