Updated AI Voice Cloning with RVC Inference - Tortoise with RVC Local Installation
TLDRIn this video, the creator demonstrates how to download and utilize an updated AI voice cloning repository, which now incorporates RVC (Real-Time Voice Cloning) into the web UI. The video begins with an audio sample generated from a tortoise model trained on the creator's voice, followed by a demonstration of the audio being processed through RVC using a modal voice model. The installation process is detailed, including downloading szip, obtaining the AI voice cloning package from hugging face, and extracting the large file containing numerous models. The video also covers how to add RVC voice models and reference audio files for inference. The creator emphasizes the need to reload TTS after making changes to the settings. The video concludes with a comparison of audio quality with and without RVC enabled, noting that the first inference may take longer. The creator encourages viewers to report any issues on GitHub and thanks the channel's supporters.
Takeaways
- 🎉 The video demonstrates how to use an updated AI voice cloning repository with RVC (Real-Time Voice Cloning) integration into the web UI.
- 📥 To install, first download and install szip, then navigate to the GitHub releases page to download the AI voice cloning package.
- 💾 The downloaded package is large (14 GB compressed, 21 GB extracted) due to the inclusion of many models.
- 🔄 If you have a previous version of the AI voice cloning package, it will not be compatible with the new batch script from version 2.0 onwards.
- 🌐 Launch the web UI by running `start.bat` after extraction, which will allow you to begin using the system.
- 🔧 Access the local URL to use the web interface, typically found at `Local Host:7860`.
- 📂 The AI voice cloning package includes a folder for RVC models, where you can add your own trained models.
- 🔄 Refresh the voice list in the web UI to load newly added RVC models and reference audio files.
- 🔉 Adjust RVC settings such as RMS mix rate and repetition/length penalties to fine-tune the output audio.
- 🎙️ You can use an autor regressive model within the Tortoise repository by copying it into the training folder and refreshing the model list.
- 🔄 It's important to 'reload TTS' in the settings after making changes to use deep speed or switch to HiFi Gan for better output quality.
- ⏱️ Note that the first inference with a new setup may take longer, but subsequent inferences will be quicker.
Q & A
What is the main topic of the video?
-The main topic of the video is demonstrating how to download and use an updated AI voice cloning repository that integrates RVC (Real-Time Voice Cloning) into the web UI.
What is the first step in the installation process mentioned in the video?
-The first step in the installation process is to download and install szip by following the setup wizard.
Why is the installation guide specific to Windows Nvidia GPUs?
-The installation guide is specific to Windows Nvidia GPUs because the presenter does not have access to AMD GPUs and has not had the time to perform testing for other platforms.
What is the size of the file that needs to be downloaded from the releases page?
-The file is 14 GB in size when compressed in a 7zip file and it extracts to approximately 21 GB.
How can users support the presenter's work?
-Users can support the presenter's work by becoming a YouTube member, which is not mandatory but appreciated.
What is the purpose of clicking on 'reload TTS'?
-Clicking on 'reload TTS' relaunches the application and the web UI, ensuring that changes to the TTS (Text-to-Speech) system take effect.
What should you do if you encounter errors during the process?
-If you encounter errors, you should check the command line window for error messages and ensure that the system indicates 'loaded TTS ready for Generation' before proceeding.
How can you add an RVC voice model to the repository?
-To add an RVC voice model, navigate to the 'RVC models' folder within the AI voice cloning repository and paste the .pth file of the voice model into this folder.
What is the role of the 'reference audio file' in the process?
-The 'reference audio file' is used to train the AI voice model. It should be placed in the 'voices' folder of the AI voice cloning repository.
Why is it necessary to increase the voice pitch when using a female RVC voice model for a male TTS output?
-Increasing the voice pitch helps the female RVC voice model to better match the male TTS output by raising the pitch to a more suitable level for a male voice.
What should be done if you have issues with the installation or usage of the AI voice cloning repository?
-If you have issues, you should open an issue on the GitHub page associated with the repository, as it is easier for the presenter to follow up and provide assistance there.
How long does the first inference usually take compared to subsequent inferences?
-The first inference usually takes a bit longer, for example, around 5 seconds in the video, while subsequent inferences can finish in approximately 2 to 3 seconds.
Outlines
🚀 Introduction to AI Voice Cloning Repository Update
The video begins with the presenter showcasing an updated AI voice cloning repository, which now includes RVC (Real-Time Voice Cloning) integration into the web UI. The presenter demonstrates the repository's capabilities by generating an audio sample using a voice model trained on their own voice. They then proceed to explain the installation process, which is specifically tailored for Windows users with Nvidia GPUs. The audience is guided through downloading and setting up szip, accessing the repository's releases page, and extracting a large file containing various voice models. The presenter also mentions the need to update the repository to work with the new batch script and provides a brief mention of their YouTube memberships for those who wish to support their work.
📚 Installing and Configuring the AI Voice Cloning Repository
The presenter continues with the installation process, explaining how to navigate the GitHub page and set up the AI voice cloning repository. They detail the steps to download and install necessary components, such as szip, and how to extract the large file containing the voice models. The presenter also discusses the process of adding RVC voice models and index files to the repository, guiding the audience through copying and pasting files into the appropriate folders. They explain how to refresh the voice list to recognize newly added models and how to add reference audio files for voice cloning. The video also covers how to transfer trained voices from a previous version of the repository to the updated one, including how to refresh the model list and reload the TTS (Text-to-Speech) system to incorporate the new models.
🎙️ Generating Audio with Custom Voice Models
The presenter concludes the video by demonstrating the process of generating audio using the newly configured custom voice models within the Tortoise GUI. They explain the settings adjustments that can be made for faster inference and how to modify parameters such as RMS mix rate and repetition penalty for better output quality. The presenter also addresses potential issues that may arise during inference, emphasizing the need to wait for the system to indicate that it is 'loaded TTS ready for generation' before proceeding. They provide a comparison between audio generated with and without RVC enabled, noting the differences in fidelity and voice matching. The video wraps up with a reminder to report any issues on GitHub and a thank you to the channel's supporters.
Mindmap
Keywords
💡AI Voice Cloning
💡RVC (Real-Time Voice Cloning)
💡Web UI (Web User Interface)
💡Tortoise Model
💡Szip
💡7zip
💡GitHub
💡Local Host
💡RVC Voice Model
💡Reference Audio
💡Inference
Highlights
The AI voice cloning repository has been updated to include RVC (Real-Time Voice Cloning) in the web UI.
A demonstration is provided to show how the updated system works with a voice tortoise model trained on the presenter's voice.
The output audio can be processed through RVC using a modal voice model for improved quality.
The installation process is detailed for Windows Nvidia GPUs, with a specific setup area provided on the GitHub page.
Szip is required to be downloaded and installed before proceeding with the AI voice cloning package.
The AI voice cloning package is not compatible with previous versions, requiring an update to version 2.0 or later.
The hugging face platform is used to download a large file containing various voice models.
The extracted folder size is approximately 21 GB due to the inclusion of numerous models.
The web UI can be launched by running the start.bat file within the AI voice cloning directory.
YouTube memberships are available to support the creator, though it's not mandatory for content creation.
Errors during the process will appear in the command line window and should indicate 'TS ready for Generation'.
RVC voice models and index files need to be added to the respective folders for the system to use them.
Reference audio files are required for the system to match and generate voice outputs.
Trained voices from previous tutorials can be integrated into the updated tortoise repository.
The autor regressive model needs to be set up within the tortoise GUI and the TTS reloaded for changes to take effect.
Inferences may take longer for the first generation, but subsequent ones are quicker.
Adjustments such as RMS mix rate and repetition/length penalties can be made for better output control.
The presenter notes that their voice models need retraining for better fidelity and matching.
Voice pitch adjustments are necessary when using a female RVC voice model for a male TTS output.
The video concludes with instructions to open an issue on GitHub for any problems encountered.
The presenter thanks the channel members for their support and concludes the video.