[![Contributors][contributors-shield]][contributors-url] [![Forks][forks-shield]][forks-url] [![Stargazers][stars-shield]][stars-url] [![Issues][issues-shield]][issues-url] [![AGPL License][license-shield]][license-url] [![Sandesh-LinkedIn][sandesh-linkedin-shield]][sandesh-linkedin-url] [![Animikh-LinkedIn][animikh-linkedin-shield]][animikh-linkedin-url]
Logo

VidTune

Tailored soundtracks for your videos

Report Bug ยท Request Feature

Table of Contents
  1. About The Project
  2. Hardware Requirements
  3. See VidTune in action!
  4. Roadmap
  5. Contributing
  6. License
  7. Contact
  8. Acknowledgments
## About The Project ![startup_screen] **VidTune** is a generative AI application designed to create custom music tailored to your video content. By leveraging advanced AI models for video analysis and music creation, **VidTune** provides an intuitive and seamless experience for generating and integrating music into your videos. **VidTune** employs two state-of-the-art models for video understanding and music generation: 1. [**Google Gemini**](https://ai.google.dev/gemini-api) - Google's largest and most capable multimodal AI model. 2. [**MusicGen**](https://huggingface.co/facebook/musicgen-large) - Meta's text-to-music model, capable of generating high-quality music conditioned on text or audio prompts.

(back to top)

### Built With [![Transformers][Transformers-shield]][Transformers-url] [![Google Gemini][Google-Gemini-shield]][Google-Gemini-url] [![AudioCraft][AudioCraft-shield]][AudioCraft-url] [![MusicGen][MusicGen-shield]][MusicGen-url] [![Streamlit][Streamlit-shield]][Streamlit-url]

(back to top)

## Hardware Requirements ### Hardware used for Development and Testing - **CPU:** AMD Ryzen 7 3700X - 8 Cores 16 Threads - **GPU:** Nvidia GeForce RTX 4060 Ti 16 GB - **RAM:** 64 GB DDR4 @ 3200 MHz - **OS:** Linux (WSL | Ubuntu 22.40) The above is just used for development and by no means is necessary to run this application. The Minimum Hardware Requirements are given in the next section While VidTune is supported on CPU-only machines, we recommend using a GPU with minimum 16GB of memory for faster results. ## See VidTune in action! [![Watch the video](https://img.youtube.com/vi/knbQjWZtL3Y/maxresdefault.jpg)](https://youtu.be/knbQjWZtL3Y) ## Running VidTune First, clone the repository: ```sh git clone https://github.com/sandesh-bharadwaj/VidTune.git cd VidTune ``` ### Using conda If you're using conda as your virtual environment manager, do the following: ``` conda env create -f environment.yml conda activate vidtune streamlit run main.py ``` ### Using python / pip ``` pip install -r requirements.txt streamlit run main.py ``` ### Using Docker - [Docker](https://docs.docker.com/engine/install/) - [Nvidia Docker](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-apt) ``` docker run --rm -it --gpus all -p 8003:8003 animikhaich/vidtune ``` ## Roadmap - [x] Customized Prompt for Gemini Prompting - [x] Flutter version of app for proof-of-concept - [x] MusicGen integration - [x] Audio Mixing - [x] Streamlit app - [x] Docker image - [ ] OpenVINO-optimized versions of MusicGen for CPU-Only use. - [ ] Support for music generation duration > 30 seconds. - [ ] Add more settings for controlling generation. - [ ] Option to edit music prompts before music generation. See the [open issues](https://github.com/sandesh-bharadwaj/VIdTune/issues) for a full list of proposed features (and known issues).

(back to top)

## Contributing If you have a suggestion that would improve this, please **open an issue** with the tag *"enhancement"*.You can also **fork the repo** and create a pull request. Your feedback is greatly appreciated! Don't forget to give the project a star! Thanks again! 1. Fork the Project 2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`) 3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`) 4. Push to the Branch (`git push origin feature/AmazingFeature`) 5. Open a Pull Request

(back to top)

## License Distributed under the CC BY-NC 4.0 License. See [`LICENSE`](./LICENSE) for more information.

(back to top)

## Contact Sandesh Bharadwaj - sandesh.bharadwaj97@gmail.com Animikh Aich - animikhaich@gmail.com Project Link: [https://github.com/sandesh-bharadwaj/VidTune](https://github.com/sandesh-bharadwaj/VidTune)

(back to top)

## Acknowledgments * Google. * Meta.

(back to top)

[contributors-shield]: https://img.shields.io/github/contributors/sandesh-bharadwaj/VidTune.svg?style=for-the-badge [contributors-url]: https://github.com/sandesh-bharadwaj/VidTune/graphs/contributors [forks-shield]: https://img.shields.io/github/forks/sandesh-bharadwaj/VidTune.svg?style=for-the-badge [forks-url]: https://github.com/sandesh-bharadwaj/VidTune/network/members [stars-shield]: https://img.shields.io/github/stars/sandesh-bharadwaj/VidTune.svg?style=for-the-badge [stars-url]: https://github.com/sandesh-bharadwaj/VidTune/stargazers [issues-shield]: https://img.shields.io/github/issues/sandesh-bharadwaj/VidTune.svg?style=for-the-badge [issues-url]: https://github.com/sandesh-bharadwaj/VidTune/issues [license-shield]: https://img.shields.io/github/license/sandesh-bharadwaj/VidTune.svg?style=for-the-badge [license-url]: https://github.com/sandesh-bharadwaj/VidTune/blob/main/LICENSE [llama-3-shield]: https://img.shields.io/badge/License-Llama%203-purple.svg?style=for-the-badge [llama-3-license]: https://github.com/sandesh-bharadwaj/VidTune/blob/main/LLAMA-3-LICENSE [sandesh-linkedin-shield]: https://img.shields.io/badge/-Sandesh_Bharadwaj-black.svg?style=for-the-badge&logo=linkedin&colorB=555 [sandesh-linkedin-url]: https://linkedin.com/in/sandeshbharadwaj97 [animikh-linkedin-shield]: https://img.shields.io/badge/-Animikh_Aich-black.svg?style=for-the-badge&logo=linkedin&colorB=555 [animikh-linkedin-url]: https://linkedin.com/in/animikh-aich [startup_screen]: assets/homepage.png [Python-url]: https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54 [Langchain-shield]: https://img.shields.io/badge/LangChain-0.2.12-1C3C3C?style=for-the-badge&logo=langchain [Langchain-url]: https://github.com/langchain-ai/langchain [Transformers-shield]: https://img.shields.io/badge/Transformers-4.42.4-blue?style=for-the-badge [Transformers-url]: https://github.com/huggingface/transformers [Optimum-shield]: https://img.shields.io/badge/Optimum-1.21.2-blue?style=for-the-badge [Optimum-url]: https://github.com/huggingface/optimum [OpenVINO-shield]: https://img.shields.io/badge/OpenVINO-2024.3-purple?style=for-the-badge [OpenVINO-url]: https://github.com/openvinotoolkit/openvino [Chroma-shield]: https://img.shields.io/badge/Chroma-0.5.5-blue?style=for-the-badge [Chroma-url]: https://github.com/chroma-core/chroma [Google-Gemini-shield]: https://img.shields.io/badge/Google%20Gemini-886FBF?style=for-the-badge&logo=googlegemini&logoColor=fff [Google-Gemini-url]: https://ai.google.dev/gemini-api [Streamlit-shield]: https://img.shields.io/badge/-Streamlit-FF4B4B?style=for-the-badge&logo=streamlit&logoColor=white [Streamlit-url]: https://streamlit.io/ [AudioCraft-shield]: https://img.shields.io/badge/-AudioCraft-blue?style=for-the-badge&logo=Meta [AudioCraft-url]: https://audiocraft.metademolab.com/ [MusicGen-shield]:https://img.shields.io/badge/-MusicGen-blue?style=for-the-badge&logo=Meta [MusicGen-url]: https://musicgen.com/